{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6b4fda523135","filters":{"venue":"International Cardiovascular Forum Journal"}},"results":[{"id":"W2412058540","doi":"10.17987/icfj.v5i0.223","title":"Takotsubo Syndrome Therapy: Current Status and Future Directions","year":2016,"lang":"en","type":"article","venue":"International Cardiovascular Forum Journal","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Intensive care medicine; Ejection fraction; Medical therapy; Cardiomyopathy; Heart failure; Normalization (sociology); Presentation (obstetrics); Cardiology; Internal medicine; Surgery","authors":[{"name":"Kuljit Singh","is_ca":true},{"name":"Yoshihiro J. Akashi","is_ca":false},{"name":"John D. Horowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01111651064033034,"gpt":0.2467037272297534,"spread":0.2355872165894231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004985966,0.0002034949,0.000410477,0.0002561335,0.0002036955,0.00008821822,0.0001243031,0.0000866962,0.0002144037],"category_scores_gemma":[0.00006302641,0.0001302338,0.001007621,0.0001479943,0.00006844276,0.0002881437,0.00005747844,0.0003711719,0.00003629821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117912,"about_ca_system_score_gemma":0.0001229559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008470162,"about_ca_topic_score_gemma":0.000001215759,"domain_scores_codex":[0.9980697,0.0001024801,0.0003065004,0.000274721,0.0008448409,0.0004017715],"domain_scores_gemma":[0.9989402,0.00004031582,0.0001156889,0.0002490962,0.0003326586,0.0003220461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001507793,0.0001159784,0.0378355,0.000008281548,0.005374167,0.0003104395,0.000252034,0.000003570284,0.0003021921,0.000833682,0.001309471,0.9535039],"study_design_scores_gemma":[0.003003369,0.0001204152,0.1635764,0.0001021142,0.0001848972,0.007233986,0.0001103827,0.000003154279,0.0000772747,0.0007788962,0.8246488,0.0001603297],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8162047,0.1583082,0.001655403,0.01159408,0.007723965,0.0003420279,0.0001181199,0.0001252663,0.003928289],"genre_scores_gemma":[0.9080978,0.0887479,0.000122896,0.0001468382,0.002490241,0.00001826053,0.00001223267,0.00003373657,0.0003300775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9533436,"threshold_uncertainty_score":0.5310779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2491533857","doi":"10.17987/icfj.v7i0.302","title":"Sudden Cardiac Death in Chagas Disease","year":2016,"lang":"en","type":"article","venue":"International Cardiovascular Forum Journal","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Sudden cardiac death; Medicine; Chagas disease; Disease; Sudden death; Cardiology; Internal medicine; Intensive care medicine; Heart disease; Cause of death; Pathology","authors":[{"name":"Darío Di Toro","is_ca":false},{"name":"Adrián Baranchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01592052697310825,"gpt":0.2622183453782265,"spread":0.2462978184051182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008274942,0.0001817916,0.0005047097,0.0002979649,0.00009019177,0.0000438181,0.0001680966,0.00005840008,0.0001023546],"category_scores_gemma":[0.0003292093,0.0001206325,0.001849555,0.000110022,0.00006007771,0.000230327,0.0001166589,0.0002235122,0.00007895342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468397,"about_ca_system_score_gemma":0.0001410788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001789287,"about_ca_topic_score_gemma":0.000002453598,"domain_scores_codex":[0.9979336,0.00009148584,0.0003438123,0.0002701871,0.001002508,0.000358464],"domain_scores_gemma":[0.9989732,0.00005455497,0.00006429363,0.0003276828,0.0003004426,0.0002798552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008396612,0.000143242,0.8519363,0.0000257872,0.007877768,0.004844115,0.0001616305,0.00006046362,0.0005944247,0.002842262,0.01034234,0.1203319],"study_design_scores_gemma":[0.003642803,0.00006810787,0.5961289,0.0004189299,0.0005454284,0.001897116,0.0001843202,0.00001191549,0.0003254879,0.001227108,0.3953018,0.0002481586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826565,0.04882602,0.009710263,0.02359079,0.008292667,0.0007099157,0.0001603718,0.0001214576,0.02593207],"genre_scores_gemma":[0.9920611,0.004551716,0.0001509602,0.0002624171,0.001622992,0.00002768201,0.00000755604,0.00002735686,0.001288245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849594,"threshold_uncertainty_score":0.491925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346425205","doi":"10.17987/icfj.v6i0.169","title":"Left Main protection during very high risk Transcatheter Aortic Valve-in-Valve procedure. A Collaborative Registry.","year":2016,"lang":"en","type":"article","venue":"International Cardiovascular Forum Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Myocardial infarction; Ostium; Aortic valve; Valve replacement; Surgery; Cumulative incidence; Stenosis; Transplantation","authors":[{"name":"Luca Testa","is_ca":false},{"name":"Tarun Chakravarty","is_ca":false},{"name":"Azeem Latib","is_ca":false},{"name":"Fausto Castriota","is_ca":false},{"name":"Alberto Cremonesi","is_ca":false},{"name":"Antonio Colombo","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Francesco Bedogni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006516216855057056,"gpt":0.2616360034602785,"spread":0.2551197866052214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471235,0.0002692353,0.0004878484,0.0003079633,0.0001630053,0.00008428379,0.0001454108,0.0001172311,0.0001571801],"category_scores_gemma":[0.0002385816,0.0001890685,0.006368163,0.0001731727,0.00006257215,0.0003352782,0.00003579784,0.0003252898,0.00004993652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008852344,"about_ca_system_score_gemma":0.0002666529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007606059,"about_ca_topic_score_gemma":0.00001724111,"domain_scores_codex":[0.997523,0.0001591774,0.0004565602,0.0004085828,0.001048646,0.0004040494],"domain_scores_gemma":[0.9988048,0.00002947472,0.0001986599,0.0003460478,0.0003928773,0.0002281089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002687977,0.0007085155,0.8971343,0.0001163884,0.06061242,0.0005773279,0.0004306464,0.0005561103,0.002382716,0.00009518983,0.0003636517,0.03433476],"study_design_scores_gemma":[0.01008973,0.0002414692,0.9783335,0.0006473211,0.002440842,0.003389139,0.0002607783,0.00003744376,0.001438912,0.0009158589,0.001917616,0.0002874363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918787,0.002498343,0.002295058,0.00108862,0.000881001,0.0007170046,0.0001763495,0.00004070715,0.0004242084],"genre_scores_gemma":[0.9973771,0.001355922,0.0001204927,0.00004906739,0.0005525138,0.00009050668,0.0000166159,0.00004763815,0.0003901293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08119915,"threshold_uncertainty_score":0.770999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547444696","doi":"10.17987/icfj.v8i0.315","title":"Outcomes of Peripheral Endovascular Interventions Based on Hospital Volume: a Mini Review of Published Literature","year":2016,"lang":"en","type":"review","venue":"International Cardiovascular Forum Journal","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine; Atherectomy; Angioplasty; Percutaneous; Psychological intervention; Peripheral; Arterial disease; Revascularization; Gold standard (test); Intensive care medicine; Cardiology; Surgery; Internal medicine; Vascular disease; Stent; Restenosis; Myocardial infarction","authors":[{"name":"Samir Patel","is_ca":false},{"name":"Ajai Rajabalan","is_ca":false},{"name":"Abhijit Saggu","is_ca":false},{"name":"Diwas Shahi","is_ca":false},{"name":"Palak Patel","is_ca":false},{"name":"Thara Vidyasagaran","is_ca":false},{"name":"Nimesh B. Patel","is_ca":true},{"name":"Tejwant Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01683950446542769,"gpt":0.3136582230801981,"spread":0.2968187186147704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001727871,0.0006901662,0.004102589,0.0009129817,0.00006691661,0.0001340457,0.001037957,0.0002482128,0.002290605],"category_scores_gemma":[0.001041823,0.000447899,0.02315092,0.0004211895,0.000133192,0.0003696923,0.0002457754,0.0007745896,0.00003723208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088624,"about_ca_system_score_gemma":0.0004649018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003293204,"about_ca_topic_score_gemma":3.671427e-7,"domain_scores_codex":[0.9934112,0.0004811013,0.00226129,0.0006198756,0.002805941,0.0004205664],"domain_scores_gemma":[0.9955268,0.00007864823,0.001334233,0.001381115,0.001376214,0.0003030171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005860539,0.0009185227,0.0005200718,0.109561,0.03534563,0.000686221,0.00001937442,0.00001397638,2.181331e-7,0.0001210734,0.02818507,0.8245703],"study_design_scores_gemma":[0.001410567,0.0002961417,0.0003632139,0.2968515,0.005166146,0.0004545391,0.000007650079,0.00001529861,5.343105e-7,0.00001982814,0.6951447,0.000269895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007776755,0.989509,0.002013745,0.002853795,0.001961297,0.001381426,0.0005323793,0.00003060267,0.00171001],"genre_scores_gemma":[0.0001835585,0.9959277,0.0006658786,0.000516807,0.0005986281,0.0001722725,0.0005320722,0.00009704577,0.001306042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8243004,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}