{"id":"W4210324551","doi":"10.1136/bmj.325.7374.0/e","title":"Overworked doctors learn ineffectively","year":2002,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113116,0.0002003376,0.0002601527,0.0007172727,0.001498738,0.002139466,0.0004969304,0.001024848,0.004588207],"category_scores_gemma":[0.01111687,0.0002572852,0.0004263328,0.0005486358,0.002140183,0.001366613,0.001646235,0.00132922,0.001256713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136102,"about_ca_system_score_gemma":0.002548762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159831,"about_ca_topic_score_gemma":0.03280945,"domain_scores_codex":[0.9985259,0.0002450953,0.00009110479,0.00008928237,0.0005575212,0.0004910729],"domain_scores_gemma":[0.9935143,0.001034224,0.001963689,0.0002387509,0.001002539,0.002246461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004190373,0.0008828193,0.692634,0.0007047208,0.0002391772,0.003153388,0.08730973,0.0003193386,0.008024443,0.002342843,0.03732142,0.1666491],"study_design_scores_gemma":[0.0001464999,0.001007272,0.8353731,0.0009528061,0.0001308032,0.00339863,0.08449796,0.0003312725,0.001646713,0.003919476,0.06850714,0.00008833248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720041,0.001487532,0.0003531931,0.00919423,0.0003050464,0.00004626135,0.0001251508,0.00002878973,0.01645565],"genre_scores_gemma":[0.9847096,0.00143538,0.0003601108,0.006803073,0.0001486879,0.00001817517,0.00009818399,0.000009475508,0.006417233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159831,"threshold_uncertainty_score":0.03178012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060202096400696,"score_gpt":0.4578037186478444,"score_spread":0.3517835090077747,"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."}}