{"id":"W2784007233","doi":"","title":"Education and Training / Formation et perfectionnement professionnel Sink or Night Float: University of British Columbia Radiology Residents' Experience With Overnight Call","year":2015,"lang":"en","type":"article","venue":"","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Medicine; Medical education; Family medicine; Geography; Archaeology","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":[0.0001346686,0.00004887727,0.00015433,0.00002849073,0.00009111778,0.00001602871,0.00003310014,0.00005151293,0.0002761499],"category_scores_gemma":[0.00007441292,0.0000463014,0.00001570933,0.0000899006,0.00006026413,0.0002249636,0.00002710628,0.00006728498,0.000001698814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007238901,"about_ca_system_score_gemma":0.0003771533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007687243,"about_ca_topic_score_gemma":0.02143648,"domain_scores_codex":[0.9994603,0.00004908462,0.0001225625,0.0001326729,0.0001388639,0.00009655845],"domain_scores_gemma":[0.999517,0.00002349868,0.00006585973,0.00009357287,0.0001354603,0.0001646218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008185367,0.0008590942,0.8059941,0.0002858641,0.00006692253,0.00009388131,0.08851726,0.000006922795,0.001093251,0.0002141003,0.07590634,0.02614371],"study_design_scores_gemma":[0.002750826,0.001121746,0.8602201,0.0004792839,0.0000459084,0.000590018,0.1294308,0.0002442041,0.000106974,0.00005644353,0.004813959,0.0001396767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949841,0.00005905562,0.0008747504,0.0006199292,0.0001012599,0.0002719331,0.000002996219,0.00002480766,0.003061152],"genre_scores_gemma":[0.9631448,0.00004851045,0.002479906,0.000187806,0.00002112068,0.000003277238,0.00001505106,0.000004841787,0.03409467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07109239,"threshold_uncertainty_score":0.9989207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776416908003638,"score_gpt":0.273169957692053,"score_spread":0.2454057886120166,"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."}}