{"id":"W4320894685","doi":"10.4300/jgme-d-22-00512.1","title":"Not Much Feels Right","year":2023,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Innocence; Psychology; Class (philosophy); Media studies; Psychoanalysis; Computer science; Sociology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01165976,0.001472007,0.001780065,0.001240329,0.02225276,0.02570197,0.002842438,0.01163021,0.1120054],"category_scores_gemma":[0.0533887,0.0008664915,0.001429006,0.0008194451,0.02165356,0.02459477,0.01817962,0.02893645,0.07493361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005810388,"about_ca_system_score_gemma":0.011457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007959833,"about_ca_topic_score_gemma":0.01120492,"domain_scores_codex":[0.9692245,0.01277489,0.0006854417,0.003664943,0.008497478,0.005152811],"domain_scores_gemma":[0.9562818,0.004763342,0.001883145,0.002788496,0.01106822,0.02321498],"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":[0.0000343853,0.00007509179,0.0008874498,0.0001467554,0.00002741945,0.0003631061,0.0128594,0.00002344158,0.0003624395,0.01736502,0.9388723,0.02898311],"study_design_scores_gemma":[0.00001328675,0.00004575475,0.0004339811,0.0004885508,0.00001108265,0.0006438725,0.03198936,0.00002722624,0.0001234307,0.007996153,0.9581646,0.00006279158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004199444,0.01001392,0.002779472,0.784478,0.06328087,0.00006140619,0.0001986451,0.0007820632,0.1342061],"genre_scores_gemma":[0.06197308,0.005362796,0.001688094,0.6357802,0.006712349,0.0001224641,0.0002457738,0.00101132,0.2871039],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1120054,"threshold_uncertainty_score":0.3746954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2360574825700016,"score_gpt":0.5075698006852801,"score_spread":0.2715123181152785,"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."}}