{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"f026b078ddcc","filters":{"venue":"Journal of Medical Evidence"}},"results":[{"id":"W4392746935","doi":"10.4103/jme.jme_4_24","title":"Are Women Better Surgeons Than Men?","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Evidence","topic":"Diversity and Career in Medicine","field":"Social Sciences","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; Psychology; General surgery","authors":[{"name":"Tanvi Jain","is_ca":false},{"name":"K Meera","is_ca":false},{"name":"Samiran Nundy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06134773992910424,"gpt":0.3650033415092253,"spread":0.303655601580121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604123,0.0002908788,0.0009932696,0.001972518,0.0007808026,0.002465796,0.0006107489,0.001655018,0.07837283],"category_scores_gemma":[0.0338809,0.0002294443,0.0003506723,0.001870822,0.0009717442,0.003924508,0.0008205124,0.002137521,0.01019041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009609593,"about_ca_system_score_gemma":0.001523155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066401,"about_ca_topic_score_gemma":0.007960775,"domain_scores_codex":[0.9971201,0.0007101001,0.0003425759,0.0002658396,0.001249997,0.0003114308],"domain_scores_gemma":[0.9899731,0.004707197,0.001480942,0.0001606463,0.00217073,0.00150734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001873419,0.00003675065,0.01408623,0.001097645,0.00003015327,0.0001243508,0.001025859,0.00001903666,0.00004050892,0.001384118,0.8920286,0.08993958],"study_design_scores_gemma":[0.0001197594,0.0002677108,0.09220681,0.01018496,0.00009692145,0.001726064,0.0077369,0.00005924734,0.0001490524,0.005901687,0.8814622,0.00008864061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01147325,0.1436012,0.0002639871,0.7386529,0.04498919,0.00006499933,0.007469436,0.00009243758,0.05339264],"genre_scores_gemma":[0.2072832,0.3038717,0.001028991,0.3169248,0.1088976,0.0002663065,0.00577728,0.0002546709,0.0556955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07837283,"threshold_uncertainty_score":0.2621832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408843054","doi":"10.4103/jme.jme_3_25","title":"The Emergence of Forensic Nursing in India: Implications for Healthcare and Criminal Justice","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Evidence","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forensic nursing; Forensic science; Criminal justice; Criminology; Health care; Economic Justice; Nursing; Psychology; Sociology; Political science; Medicine; Law","authors":[{"name":"Surya Kant Tiwari","is_ca":false},{"name":"Poonam Joshi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0731749494232279,"gpt":0.4685757547562243,"spread":0.3954008053329964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004652157,0.0003806124,0.0005702953,0.001661519,0.007023103,0.00911523,0.002232012,0.004525123,0.01063442],"category_scores_gemma":[0.008763761,0.0002912501,0.0007434251,0.003774825,0.009473328,0.006587687,0.009027848,0.01106573,0.001142619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189257,"about_ca_system_score_gemma":0.0395673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02375897,"about_ca_topic_score_gemma":0.04140452,"domain_scores_codex":[0.9937736,0.002094113,0.0003539982,0.0005287722,0.001332453,0.001917173],"domain_scores_gemma":[0.9781843,0.00646174,0.002597857,0.0004726404,0.003165941,0.009117566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001892034,0.0003979001,0.02586995,0.006044668,0.00005468005,0.01263539,0.04389355,0.0005342402,0.0008021378,0.1400453,0.3701461,0.3993869],"study_design_scores_gemma":[0.0000335866,0.0002758548,0.0502253,0.01996517,0.00005181205,0.02148408,0.1738878,0.0004458569,0.000465273,0.04533969,0.6875048,0.0003207542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03045144,0.1066552,0.0004950154,0.8255137,0.01454758,0.000036259,0.0001523643,0.00006826995,0.02208005],"genre_scores_gemma":[0.5335175,0.2103097,0.002904243,0.2320287,0.01288358,0.0001340447,0.0002007808,0.00008541396,0.007936054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02375897,"threshold_uncertainty_score":0.08628708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416841879","doi":"10.4103/jme.jme_29_24","title":"Cognitive Dysfunction in Multi-system Atrophy","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Evidence","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Atrophy; Cognition; Cognitive decline; Dementia; Motor dysfunction; Slowness; Pure autonomic failure; Disease; Cognitive impairment","authors":[{"name":"Sumirini Puppala","is_ca":false},{"name":"Abhijit Acharya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05113171197589558,"gpt":0.3654578157677455,"spread":0.3143261037918499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003761092,0.0008233092,0.0004841351,0.001147295,0.0006091166,0.0006166993,0.0006735682,0.0006799955,0.00626864],"category_scores_gemma":[0.00135979,0.00008645132,0.0002829255,0.0007230558,0.000571469,0.0005564717,0.0006793199,0.0009116221,0.0009570563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006574227,"about_ca_system_score_gemma":0.0006492668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632066,"about_ca_topic_score_gemma":0.004188765,"domain_scores_codex":[0.9997912,0.00003391162,0.00002126278,0.00003137856,0.0000477139,0.00007461727],"domain_scores_gemma":[0.9994191,0.0001155814,0.0001967335,0.00002728241,0.0001213202,0.0001201042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000519029,0.0003532454,0.4467612,0.00121813,0.0001705363,0.3839344,0.001085472,0.0004072412,0.003442784,0.002486698,0.01486563,0.1447557],"study_design_scores_gemma":[0.00002603012,0.0002251567,0.4135369,0.0006624325,0.0001366503,0.5612966,0.0006850291,0.0004704081,0.0006479645,0.003199094,0.01908337,0.00003029313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7818074,0.09106162,0.002100729,0.00746852,0.0007891675,0.0002369445,0.002064951,0.0003920099,0.1140786],"genre_scores_gemma":[0.9871655,0.006046674,0.0006126039,0.001486853,0.0007323222,0.00002740062,0.0004909878,0.00001430408,0.003423458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00626864,"threshold_uncertainty_score":0.0209707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405882546","doi":"10.4103/jme.jme_170_24","title":"Why Is Universal Healthcare Not Possible in India?","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Evidence","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Universal health care; Computer science; Economics; Economic growth; Health policy","authors":[{"name":"Shikhar Tripathi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07626211370705087,"gpt":0.3310157548078287,"spread":0.2547536411007778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005601629,0.0004883421,0.0005822751,0.001101138,0.005891677,0.009551371,0.002099761,0.006856163,0.007905795],"category_scores_gemma":[0.01152752,0.0005611449,0.0008262997,0.002076166,0.01525293,0.00774252,0.005740163,0.01371849,0.001628548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007714635,"about_ca_system_score_gemma":0.01361358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02829805,"about_ca_topic_score_gemma":0.02060116,"domain_scores_codex":[0.9929173,0.002242606,0.0002881904,0.0007384651,0.001648228,0.002165239],"domain_scores_gemma":[0.9917874,0.003715742,0.0006514856,0.0008065726,0.001292821,0.001745967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001806914,0.0001337435,0.006844426,0.001555658,0.00009144209,0.002084682,0.01057932,0.000523338,0.0008262054,0.6351861,0.2597893,0.08220515],"study_design_scores_gemma":[0.00006884793,0.0001633864,0.01644292,0.001537761,0.00005723501,0.002538425,0.01382116,0.0004250934,0.0007746493,0.1820017,0.7819431,0.000225751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01546205,0.02168748,0.00111472,0.9190835,0.004729071,0.00002509808,0.0002205039,0.0001388681,0.03753876],"genre_scores_gemma":[0.5619461,0.03182679,0.003760627,0.3829055,0.004809014,0.0001399705,0.0003529347,0.0002213131,0.01403775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02829805,"threshold_uncertainty_score":0.05626667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402940085","doi":"10.4103/jme.jme_132_24","title":"Professor M. V. S. Valiathan","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Evidence","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy","authors":[{"name":"K.K. Talwar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09396511421751254,"gpt":0.4171022980123801,"spread":0.3231371837948676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008046635,0.0005956128,0.0004126052,0.0009831791,0.00068621,0.001588472,0.0006657226,0.001470407,0.03031855],"category_scores_gemma":[0.004879627,0.0002420793,0.0003377123,0.0003770402,0.0006553943,0.0008945547,0.001056367,0.003638867,0.0145814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132147,"about_ca_system_score_gemma":0.002478701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582123,"about_ca_topic_score_gemma":0.00212491,"domain_scores_codex":[0.9993912,0.0000898319,0.00003941434,0.000181016,0.0001996506,0.00009878099],"domain_scores_gemma":[0.9984584,0.0001595328,0.00009919379,0.00005039617,0.0006278886,0.000604635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004225575,0.00001678127,0.00147502,0.0001729976,0.00000946716,0.00035325,0.00009114299,0.0001205202,0.0002053244,0.003878131,0.8767412,0.1168939],"study_design_scores_gemma":[0.00001380817,0.00004517747,0.0009133557,0.0002567737,0.000004825418,0.003404269,0.00009212679,0.00008370004,0.0002109459,0.001289587,0.9936766,0.000008764176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009030043,0.248489,0.005520502,0.3018419,0.2417008,0.0002035518,0.0006812949,0.0007735035,0.1917594],"genre_scores_gemma":[0.1274074,0.2084791,0.00448346,0.1476012,0.0946934,0.0002676281,0.001223521,0.0004574498,0.4153869],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03031855,"threshold_uncertainty_score":0.1014257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323066233","doi":"10.4103/jme.jme_167_20","title":"When will we function effectively for the benefit of our country?","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Evidence","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Function (biology); Business; Biology","authors":[{"name":"SunilK Pandya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05546709773025785,"gpt":0.3538455850149748,"spread":0.2983784872847169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01347478,0.001219647,0.001324115,0.001382728,0.01936457,0.03388407,0.002211874,0.01443467,0.03146848],"category_scores_gemma":[0.03073436,0.0005142944,0.0007422422,0.001104876,0.03045207,0.04002306,0.0111063,0.02471759,0.03204982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006444709,"about_ca_system_score_gemma":0.02044299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009096914,"about_ca_topic_score_gemma":0.008259184,"domain_scores_codex":[0.9806754,0.00836167,0.0003072856,0.001240855,0.003504133,0.00591077],"domain_scores_gemma":[0.9778998,0.00233053,0.001123452,0.0009912425,0.003970947,0.01368398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003553344,0.0001107799,0.0015882,0.0002111467,0.0000344945,0.000299724,0.01574394,0.00004575744,0.0002045302,0.168771,0.7637483,0.04920649],"study_design_scores_gemma":[0.000009724989,0.0000310788,0.0006173709,0.0006604768,0.00000972384,0.0001851897,0.02006193,0.00003078094,0.00009647621,0.03610197,0.9421566,0.00003869221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00184712,0.01388359,0.001458524,0.8895578,0.01497497,0.00003708369,0.0000608471,0.0001361811,0.07804388],"genre_scores_gemma":[0.141428,0.03516163,0.003432551,0.6411151,0.01172575,0.0003201005,0.0001997662,0.0006504423,0.1659667],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03388407,"threshold_uncertainty_score":0.1052725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}