{"id":"W2980400355","doi":"10.1016/j.jaccas.2019.09.005","title":"Listen to the Patient","year":2019,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Expression (computer science); Advice (programming); Psychology; Medicine; Psychoanalysis; History; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005137943,0.00009240058,0.0001550008,0.00003457335,0.0007111722,0.00001086811,0.00006591387,0.0002029079,0.002394087],"category_scores_gemma":[0.01207796,0.00005698278,0.00004950003,0.0001704415,0.00003014058,0.00008288364,0.0002770658,0.002322987,0.00320232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174678,"about_ca_system_score_gemma":0.0002985452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163677,"about_ca_topic_score_gemma":0.0004569505,"domain_scores_codex":[0.9971825,0.001054499,0.0006157012,0.0002903938,0.0005183527,0.0003385633],"domain_scores_gemma":[0.9942528,0.003885791,0.0003758714,0.001046912,0.0002249868,0.0002136502],"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":[0.00008511428,0.0001774546,0.0544466,0.0004154349,0.00007362334,0.1965856,0.03132452,0.00005934853,0.0002070978,0.006984571,0.689938,0.01970266],"study_design_scores_gemma":[0.00008730838,0.00006470657,0.00122988,0.0001097818,0.00001927205,0.01217324,0.006955913,0.00002346315,0.00001474184,0.001506028,0.9777145,0.0001011345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7296565,0.00007169956,0.00006569362,0.02872586,0.004906762,0.001354315,0.000002861778,0.00007777208,0.2351386],"genre_scores_gemma":[0.969891,0.000006999828,0.0003710954,0.01988878,0.0004004685,0.0001246752,0.000003312849,0.00002129625,0.009292432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877765,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07043632798928946,"score_gpt":0.4772728162117857,"score_spread":0.4068364882224962,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}