{"id":"W7027337084","doi":"","title":"CAP 2019 (2019-06-04)","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Reflection (computer programming); Subpoena; Association (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023991,0.000628767,0.001086651,0.0004407385,0.00007090878,0.00005174374,0.0008730254,0.001254023,0.814064],"category_scores_gemma":[0.003232681,0.0006218285,0.0004058691,0.0002445696,0.0002074701,0.0000932479,0.0007309953,0.001371438,0.9703374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498241,"about_ca_system_score_gemma":0.001106427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287266,"about_ca_topic_score_gemma":0.00006772238,"domain_scores_codex":[0.9947128,0.0003338422,0.0007047325,0.002683214,0.0008605898,0.0007048461],"domain_scores_gemma":[0.9923077,0.0002716309,0.0005209225,0.006050061,0.0001530843,0.0006966063],"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":[0.0000945408,0.0006318922,0.002827633,0.0006775833,0.000369333,0.00004171727,0.002174648,0.000004260121,0.0003457556,0.0003887838,0.9822518,0.010192],"study_design_scores_gemma":[0.001363335,0.000003576556,0.00512212,0.0011486,0.0003676139,0.0001051405,0.0004281715,0.00002294774,0.0004397243,0.0002737099,0.9901772,0.0005478829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001773252,0.00005651985,0.0002163331,0.001046076,0.002193143,0.002305604,0.00006424157,0.0004228009,0.991922],"genre_scores_gemma":[0.001339618,0.001087474,0.0008924472,0.001010671,0.001065718,0.0001837266,0.0005043467,0.0005429453,0.993373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1562734,"threshold_uncertainty_score":0.9996233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336418087791192,"score_gpt":0.2842296045958685,"score_spread":0.2708654237179566,"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."}}