{"id":"W1993856809","doi":"10.1097/dbp.0b013e3181d60dc1","title":"Resident Education in Developmental Behavioral Pediatrics: The Impact of the 80-Hour Work Week","year":2010,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduate medical education; Accreditation; Context (archaeology); Duty; Medicine; Work hours; Schedule; Psychology; Family medicine; Work (physics); Pediatrics; Medical education; Political science; Engineering; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.0007615709,0.0003556511,0.0005476032,0.0005183478,0.0002035006,0.0000665429,0.000602145,0.0002379279,0.000404991],"category_scores_gemma":[0.0002064331,0.000195101,0.0005165428,0.001373948,0.0001323159,0.0003203247,0.0002362911,0.001455269,0.00002076591],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008243013,"about_ca_system_score_gemma":0.006879649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003871041,"about_ca_topic_score_gemma":0.0001485074,"domain_scores_codex":[0.996716,0.0000793364,0.001431065,0.0002337961,0.001082787,0.0004570792],"domain_scores_gemma":[0.9979203,0.00009597875,0.0009076759,0.000259662,0.0004204729,0.0003959326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001562001,0.001719686,0.976444,0.0000198386,0.0000143025,0.00005806204,0.001635908,0.000003074113,0.001616474,0.000004342468,0.008394419,0.009933684],"study_design_scores_gemma":[0.001207819,0.0004948021,0.9925271,0.00007599449,0.0002604478,0.0005482846,0.003078239,4.798451e-7,0.0009509065,0.00004011817,0.0005708476,0.0002450224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967219,0.0003441611,0.00000249201,0.0005463318,0.001636571,0.0005336378,0.00001207317,0.0000122665,0.0001905244],"genre_scores_gemma":[0.9926524,0.0001578548,0.005548472,0.00009427454,0.00063998,0.00001077128,0.00001117169,0.00004391109,0.0008411796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608303,"threshold_uncertainty_score":0.9987504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989529482614937,"score_gpt":0.3428641557703559,"score_spread":0.3129688609442065,"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."}}