{"meta":{"query_hash":"48b23345b4fb","filters":{"venue":"npj Cardiovascular Health"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/48b23345b4fb","api":"https://metacan.xera.ac/api/v1/cohort?venue=npj+Cardiovascular+Health"},"results":[{"id":"W4396802942","doi":"10.1038/s44325-024-00004-y","title":"Spontaneous coronary artery dissection: a clinically oriented narrative review","year":2024,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"University of Sydney; National Heart Foundation of Australia; Wellcome Trust","keywords":"Artery dissection; Narrative; Dissection (medical); Artery; Cardiology; Medicine; Internal medicine; Coronary angiography; Radiology; Literature; Art; Myocardial infarction","score_opus":0.020249492923664705,"score_gpt":0.33614064258064613,"score_spread":0.31589114965698145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396802942","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0108514335,0.96330184,0.007996694,0.0038305963,0.003479266,0.0031686248,0.00002908561,0.00096549763,0.006376984],"genre_scores_gemma":[0.6110889,0.37214822,0.0032571529,0.00733626,0.0026285895,0.00048669032,0.0004242099,0.00026908657,0.0023609223],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994617,0.00079432555,0.0011640161,0.0012107441,0.0015172097,0.00069671933],"domain_scores_gemma":[0.99668,0.00015968969,0.00008565424,0.002207561,0.00028953413,0.0005775466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00349922,0.00045978412,0.0020719592,0.00018951365,0.00022106974,0.00004588496,0.0001768425,0.00021830277,0.00029176695],"category_scores_gemma":[0.00042983756,0.00040662196,0.0043211207,0.00096181344,0.00015770619,0.0001575666,0.00011567803,0.0009738384,0.0003886188],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005036184,0.0004061966,0.00031404052,0.030880932,0.026703117,0.2970007,0.0041112835,0.00007438631,0.000025290732,0.0005540547,0.05660109,0.5828253],"study_design_scores_gemma":[0.0012948725,0.00078976376,0.0012411015,0.021142583,0.002214393,0.35430926,0.00032154794,0.00010378844,0.00000970404,0.000050146187,0.6180906,0.00043222078],"about_ca_topic_score_codex":0.000019599684,"about_ca_topic_score_gemma":0.0000086935,"teacher_disagreement_score":0.6002374,"about_ca_system_score_codex":0.00071245705,"about_ca_system_score_gemma":0.0011165504,"threshold_uncertainty_score":0.9998386},"labels":[],"label_agreement":null},{"id":"W4402994233","doi":"10.1038/s44325-024-00017-7","title":"Cardiac rehabilitation and secondary prevention of CVD: time to think about cardiovascular health rather than rehabilitation","year":2024,"lang":"en","type":"review","venue":"npj Cardiovascular Health","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Toronto Rehabilitation Institute; University Health Network","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Cognitive reframing; Rehabilitation; Medicine; Disease; General partnership; Population; Health care; Gerontology; Physical therapy; Psychology; Psychotherapist; Political science; Environmental health","score_opus":0.01993140444442441,"score_gpt":0.3492623009096783,"score_spread":0.3293308964652539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402994233","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020275262,0.9771466,0.0001916505,0.0018250456,0.0014016344,0.017159093,0.000734597,0.00026917638,0.0010694505],"genre_scores_gemma":[0.000078017845,0.98884845,0.005456526,0.0006443045,0.0010884705,0.001062563,0.0016868103,0.00035605155,0.0007788238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861763,0.0046681967,0.003302525,0.0021968924,0.002223993,0.001432103],"domain_scores_gemma":[0.9932044,0.0006238326,0.00075620017,0.003002257,0.00040059953,0.0020126794],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.016587438,0.0011701448,0.010952101,0.0013103256,0.0003531383,0.000059386028,0.00022538753,0.0007974219,0.000047647423],"category_scores_gemma":[0.0006101506,0.0010418285,0.011515208,0.0016624336,0.00020695965,0.00020312269,0.00022485804,0.001577202,0.0004373394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000718662,0.00011585764,0.0000080080035,0.22274558,0.0034702327,0.00000930371,0.0017074707,0.0000061241312,2.2042322e-7,0.000059837643,0.012114717,0.75969076],"study_design_scores_gemma":[0.0012710044,0.0035063238,0.0006258076,0.042245317,0.005705769,0.0002668223,0.00043441574,0.0000053987674,3.9065372e-7,0.000078166544,0.9452656,0.00059500017],"about_ca_topic_score_codex":0.0020380456,"about_ca_topic_score_gemma":0.000029880772,"teacher_disagreement_score":0.9331509,"about_ca_system_score_codex":0.0033736362,"about_ca_system_score_gemma":0.010500745,"threshold_uncertainty_score":0.9992032},"labels":[],"label_agreement":null},{"id":"W4404110350","doi":"10.1038/s44325-024-00028-4","title":"Consistency of HFrEF treatment effect in underrepresented groups in randomized clinical trials","year":2024,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Randomized controlled trial; Consistency (knowledge bases); Clinical trial; Medicine; Internal medicine; Computer science; Artificial intelligence","score_opus":0.10510772022169657,"score_gpt":0.4418023913364659,"score_spread":0.33669467111476936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404110350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5525061,0.35962442,0.004712449,0.029026506,0.0033449256,0.03728444,0.000037721842,0.00051714305,0.012946345],"genre_scores_gemma":[0.98600805,0.01229194,0.0005305997,0.00018494188,0.00019748526,0.00046080112,0.000078878875,0.000032962416,0.00021436956],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98739517,0.009029933,0.0020786098,0.00058894756,0.00050207775,0.0004052669],"domain_scores_gemma":[0.9953708,0.0035159476,0.00012293142,0.0007468867,0.000031394884,0.00021200982],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.036587738,0.00028340632,0.005377336,0.0005283024,0.000024152676,0.000015774613,0.0000548108,0.00015282068,0.000041266016],"category_scores_gemma":[0.001933555,0.00017772727,0.003806992,0.0005363465,0.000121127254,0.000048227004,0.00003405466,0.00024680563,0.000032223943],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035195682,0.0018724237,0.03079632,0.0037327618,0.021691224,0.0026610147,0.0012534828,0.00015252474,0.000015562924,0.0024213926,0.0027394942,0.8974681],"study_design_scores_gemma":[0.8790837,0.004218687,0.032718718,0.0039561572,0.0066767256,0.00011731987,0.00046601673,0.0035986733,0.00020332486,0.0007586427,0.0676944,0.00050766463],"about_ca_topic_score_codex":0.0031644844,"about_ca_topic_score_gemma":0.0003575812,"teacher_disagreement_score":0.89696044,"about_ca_system_score_codex":0.0005545662,"about_ca_system_score_gemma":0.0005888772,"threshold_uncertainty_score":0.9920357},"labels":[],"label_agreement":null},{"id":"W4404600835","doi":"10.1038/s44325-024-00031-9","title":"Artificial intelligence bias in the prediction and detection of cardiovascular disease","year":2024,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; McMaster University","funders":"","keywords":"Socioeconomic status; Disease; Race (biology); Health equity; Perspective (graphical); Ethnic group; Computer science; Equity (law); Intervention (counseling); Artificial intelligence; Health care; Biomedicine; Machine learning; Psychology; Medicine; Political science; Environmental health; Bioinformatics; Psychiatry; Sociology; Pathology; Economic growth; Economics; Biology","score_opus":0.19276944699790988,"score_gpt":0.38377833630769,"score_spread":0.1910088893097801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404600835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6783934,0.24037899,0.07213051,0.004747789,0.0017441399,0.0022463594,0.000027435899,0.00014884755,0.00018250923],"genre_scores_gemma":[0.9891102,0.009818356,0.00009461655,0.00019282807,0.0006319011,0.000097445445,0.000027391792,0.000021066897,0.000006194243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743944,0.00043924016,0.00065714336,0.00044047178,0.0007274028,0.0002962944],"domain_scores_gemma":[0.9987809,0.000176188,0.000042976204,0.0007015279,0.00011243973,0.00018593766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036916425,0.00014916829,0.0004466093,0.00028226737,0.00012972395,0.000040864936,0.00007656066,0.0000976439,0.0000067597966],"category_scores_gemma":[0.00034050219,0.00011378325,0.00064951053,0.0007941419,0.0001148269,0.000120732155,0.00001838134,0.00037307318,0.000014133517],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007042193,0.00007185962,0.0009936403,0.0012325201,0.0005110026,0.00004039312,0.00301637,0.0018460761,0.00003316972,0.0006739105,0.00003462483,0.991476],"study_design_scores_gemma":[0.0004526836,0.0050409026,0.18324313,0.009042826,0.010086156,0.002571545,0.054799333,0.21673004,0.03855208,0.057887748,0.41949105,0.0021024984],"about_ca_topic_score_codex":0.0032871098,"about_ca_topic_score_gemma":0.000081514176,"teacher_disagreement_score":0.9893735,"about_ca_system_score_codex":0.00019333852,"about_ca_system_score_gemma":0.000527917,"threshold_uncertainty_score":0.49691486},"labels":[],"label_agreement":null},{"id":"W4407101655","doi":"10.1038/s44325-025-00045-x","title":"Author Correction: Consistency of HFrEF treatment effect in underrepresented groups in randomized clinical trials","year":2025,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Randomized controlled trial; Consistency (knowledge bases); Medicine; Clinical trial; Psychology; Internal medicine; Computer science; Artificial intelligence","score_opus":0.14048590277161796,"score_gpt":0.5035072575617952,"score_spread":0.36302135479017716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407101655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79328465,0.12315586,0.008546878,0.016929416,0.010366546,0.022339232,0.000012843587,0.00016661856,0.025197966],"genre_scores_gemma":[0.9906459,0.0070610703,0.0001225876,0.00045705627,0.00023311656,0.0002998089,0.000027813088,0.000013133862,0.0011395173],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98364604,0.012206213,0.0021817596,0.0006072034,0.00086217583,0.000496591],"domain_scores_gemma":[0.99164814,0.0067223688,0.0002330566,0.0009173351,0.00014518602,0.000333906],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07664665,0.00022301389,0.0054841284,0.00083153776,0.00006135933,0.000008087127,0.00011529001,0.00019422478,0.000028674765],"category_scores_gemma":[0.023325464,0.0001414722,0.0023183448,0.0013985763,0.0004455833,0.00003849779,0.00004062763,0.00044279802,0.000005185545],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.066721655,0.0013222559,0.11078987,0.0011411866,0.003666394,0.00033796707,0.0009866878,0.00013628426,0.000046506215,0.00038986554,0.0031801164,0.8112812],"study_design_scores_gemma":[0.7786894,0.0030544363,0.19879413,0.0029144962,0.0015628028,0.00010784476,0.0016349885,0.004508215,0.0005806484,0.00033370004,0.0075762453,0.00024312927],"about_ca_topic_score_codex":0.006231227,"about_ca_topic_score_gemma":0.0005318549,"teacher_disagreement_score":0.8110381,"about_ca_system_score_codex":0.00059957564,"about_ca_system_score_gemma":0.0022117777,"threshold_uncertainty_score":0.9849015},"labels":[],"label_agreement":null},{"id":"W4411669591","doi":"10.1038/s44325-025-00062-w","title":"A century of cardiac rehabilitation research: Bibliometric review of publication history, keyword trends, and citations","year":2025,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; York University; University Health Network","funders":"National Health and Medical Research Council; National Heart Foundation of Australia; Australian Government","keywords":"Keyword search; Bibliometrics; Rehabilitation; Library science; Medicine; Information retrieval; Computer science; Physical therapy","score_opus":0.06709907701267333,"score_gpt":0.40729486507201695,"score_spread":0.34019578805934364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411669591","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00907147,0.9531143,0.000118361386,0.017861776,0.0005947508,0.0023580156,0.00007787976,0.000042332922,0.016761154],"genre_scores_gemma":[0.19639622,0.79551595,0.0039069992,0.0027575914,0.00013405851,0.0003290623,0.00047004546,0.0000317094,0.00045833603],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563164,0.001260451,0.0010353556,0.00043475337,0.0011863136,0.00045149657],"domain_scores_gemma":[0.9963212,0.00057525845,0.00024197815,0.00096501404,0.0014597365,0.00043679614],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.010994471,0.0001412274,0.0012626998,0.018627463,0.00011378045,0.0000046689297,0.00008228578,0.000110928355,0.000027936749],"category_scores_gemma":[0.0026849066,0.00013917845,0.000759993,0.031311404,0.00020018012,0.00010441751,0.000053708332,0.0003432541,0.0000030835986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008211405,0.00018310314,0.005265587,0.079328425,0.00027485506,5.3333395e-7,0.00041880563,3.7039132e-7,0.000026577502,0.0018420978,0.10800386,0.80457366],"study_design_scores_gemma":[0.0008050174,0.00048826425,0.236259,0.00559014,0.00021752012,0.000008365176,0.00028007897,0.0000039893325,0.000016185904,0.000039130446,0.7562225,0.000069846756],"about_ca_topic_score_codex":0.0017859202,"about_ca_topic_score_gemma":0.000009321701,"teacher_disagreement_score":0.8045038,"about_ca_system_score_codex":0.001369911,"about_ca_system_score_gemma":0.0028636912,"threshold_uncertainty_score":0.99249554},"labels":[],"label_agreement":null},{"id":"W4411920721","doi":"10.1038/s44325-025-00072-8","title":"Distinct endothelial cells in chronic thromboembolic pulmonary hypertension","year":2025,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Sinai Health System; Toronto General Hospital; University of Toronto","funders":"University Health Network Foundation","keywords":"Chronic thromboembolic pulmonary hypertension; Medicine; Pulmonary hypertension; Cardiology; Internal medicine","score_opus":0.02453669116154891,"score_gpt":0.29793770602320685,"score_spread":0.27340101486165796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411920721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88770664,0.090582356,0.00021579504,0.003407424,0.00075751875,0.0029452986,0.00009617516,0.00022130393,0.014067485],"genre_scores_gemma":[0.9910395,0.006308922,0.00023535576,0.0012511638,0.0002007791,0.00008550698,0.00012309126,0.00003508329,0.0007205939],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99708444,0.00031612127,0.00042418967,0.000648732,0.0007141472,0.0008123934],"domain_scores_gemma":[0.99839365,0.000074107906,0.000042511707,0.001013763,0.000106536914,0.00036940863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007267704,0.00027245062,0.0011517887,0.00039426037,0.0001817203,0.000015583257,0.00013905275,0.00013907158,0.000045681503],"category_scores_gemma":[0.000073217496,0.00022173037,0.000722215,0.0006635499,0.00009278082,0.00007211018,0.000116021394,0.00043531778,0.00013827754],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013050169,0.00504291,0.054626487,0.0039822864,0.0062818383,0.04373732,0.000115673916,0.0004023085,0.027830303,0.00045002837,0.012318122,0.8439077],"study_design_scores_gemma":[0.008682688,0.00068973965,0.75549793,0.0011449844,0.00038239182,0.0013623625,0.00009345582,0.0027284862,0.0023755669,0.0002621384,0.226407,0.00037325913],"about_ca_topic_score_codex":0.0020009102,"about_ca_topic_score_gemma":0.00007216125,"teacher_disagreement_score":0.84353447,"about_ca_system_score_codex":0.0010624239,"about_ca_system_score_gemma":0.0018427568,"threshold_uncertainty_score":0.9041902},"labels":[],"label_agreement":null},{"id":"W4412838319","doi":"10.1038/s44325-025-00058-6","title":"Cardiac manifestations of Fabry disease","year":2025,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fabry disease; Medicine; Cardiology; Disease; Internal medicine","score_opus":0.01962369578214814,"score_gpt":0.33138132588824915,"score_spread":0.311757630106101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412838319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4644744,0.38298592,0.05228554,0.019297138,0.001506187,0.006928981,0.00034413487,0.00043358048,0.071744114],"genre_scores_gemma":[0.9949461,0.0024418691,0.0005154199,0.00055241596,0.00007770334,0.000074513,0.00010354878,0.00002172896,0.0012667062],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99805826,0.00024300997,0.00030689515,0.00031108857,0.0007323915,0.00034837614],"domain_scores_gemma":[0.9984283,0.000052616575,0.000040417985,0.0009095762,0.00024035003,0.0003287672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007722698,0.00012274408,0.00061258906,0.00023319616,0.00011932137,0.000008866228,0.00010738921,0.00005533938,0.00003396007],"category_scores_gemma":[0.0002754404,0.00011759172,0.0009692259,0.0005802579,0.000090350935,0.000044337303,0.000064772656,0.00020517159,0.00002474788],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068549626,0.001030031,0.21213855,0.01251956,0.010523861,0.000977964,0.0010750671,0.0005856075,0.00020967468,0.011928904,0.038673215,0.70965207],"study_design_scores_gemma":[0.0035885684,0.0002239886,0.7711262,0.000645498,0.0010778666,0.000038006045,0.0009336812,0.00038945166,0.0001514116,0.0008605657,0.2206762,0.00028855598],"about_ca_topic_score_codex":0.0006947096,"about_ca_topic_score_gemma":0.000007250693,"teacher_disagreement_score":0.7093635,"about_ca_system_score_codex":0.00023517004,"about_ca_system_score_gemma":0.0016029356,"threshold_uncertainty_score":0.47952512},"labels":[],"label_agreement":null},{"id":"W4414410969","doi":"10.1038/s44325-025-00083-5","title":"Fine-tuning LLMs in behavioral psychology for scalable health coaching","year":2025,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; School of Medicine, Stanford University; National Institutes of Health; National Institute on Aging; Imperial College London; American Heart Association; American Diabetes Association; University of Washington; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Canada Excellence Research Chairs, Government of Canada; Stanford Bio-X","keywords":"Transtheoretical model; Operationalization; Coaching; eHealth; Health psychology; Health coaching; Psychological intervention; Behavior change; Physical activity; Behavioural sciences","score_opus":0.09591221042924133,"score_gpt":0.46969938804978134,"score_spread":0.37378717762054003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414410969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49804473,0.20071732,0.20201726,0.04211129,0.020738546,0.0128763905,0.00058774534,0.0010013952,0.021905342],"genre_scores_gemma":[0.98298526,0.00034466473,0.004433495,0.008225997,0.00026569632,0.0012726663,0.00032282912,0.00008317939,0.002066223],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952005,0.0010275965,0.0011800994,0.0008863174,0.00025980265,0.0014456573],"domain_scores_gemma":[0.9980793,0.000082123224,0.00020746839,0.0011655011,0.000098045406,0.0003675678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041711032,0.0002953998,0.0011322973,0.00059389154,0.00049274415,0.000032763437,0.00035064426,0.00028316866,0.00014572428],"category_scores_gemma":[0.000038152946,0.00032625775,0.0010332754,0.0007569117,0.00008176494,0.00011091692,0.00006691122,0.0007403711,0.000059831735],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020581776,0.0011498319,0.02679684,0.00047282703,0.0002697325,0.000021094993,0.0013913184,0.00008480684,0.000006976702,0.010497828,0.066252574,0.89285034],"study_design_scores_gemma":[0.010238402,0.0021230797,0.27076104,0.0010010377,0.0001610538,0.000085012754,0.001509725,0.00020559573,0.000009361446,0.0009642769,0.7122767,0.00066472864],"about_ca_topic_score_codex":0.013224064,"about_ca_topic_score_gemma":0.0036830758,"teacher_disagreement_score":0.8921856,"about_ca_system_score_codex":0.00058134453,"about_ca_system_score_gemma":0.0006825234,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W4416785618","doi":"10.1038/s44325-025-00097-z","title":"What’s the best way to leverage 31 million days of ECG data?","year":2025,"lang":"en","type":"article","venue":"npj Cardiovascular Health","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Center for Innovative Medicine; Vetenskapsrådet; Stockholms Läns Landsting; Lunds Universitet; Svenska Forskningsrådet Formas; Heart and Stroke Foundation of Canada","keywords":"Leverage (statistics); Smartwatch; Ambulatory ECG; Sensitivity (control systems); Atrial fibrillation","score_opus":0.03212809786214218,"score_gpt":0.2739728676908689,"score_spread":0.24184476982872674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416785618","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24248274,0.34375486,0.37188762,0.003095594,0.024006635,0.0045377905,0.00026679374,0.0008479582,0.009120018],"genre_scores_gemma":[0.9895939,0.007478251,0.0018886859,0.00030015814,0.00044905202,0.00005053615,0.00005140958,0.000058183086,0.00012981446],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981622,0.00013542884,0.000384076,0.00038769617,0.00047972423,0.0004508888],"domain_scores_gemma":[0.9974166,0.00010477721,0.000032176842,0.0022284565,0.000075167234,0.0001428065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014077176,0.00021537737,0.00052636146,0.0001629396,0.00014670017,0.0000734395,0.0007106009,0.000084861145,0.0000033211638],"category_scores_gemma":[0.00008659203,0.00018459871,0.00031935252,0.00067187176,0.000033452317,0.00033315315,0.00029669952,0.0002721736,0.00004945904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033666336,0.00011278427,0.002849853,0.0040466385,0.0048630023,0.0000644894,0.0022078147,0.16145764,0.013423498,0.0005816693,0.039655156,0.7707038],"study_design_scores_gemma":[0.002666795,0.00030951813,0.015054793,0.0044972464,0.0007619165,0.000059286198,0.00524227,0.0040062782,0.080967575,0.00060988474,0.88427013,0.0015542823],"about_ca_topic_score_codex":0.0005230492,"about_ca_topic_score_gemma":0.00005939567,"teacher_disagreement_score":0.844615,"about_ca_system_score_codex":0.00027930143,"about_ca_system_score_gemma":0.000126634,"threshold_uncertainty_score":0.7527717},"labels":[],"label_agreement":null}]}