{"id":"W7010491716","doi":"","title":"The impact of transitioning from a 24-hour to a 16-hour call model amongst a cohort of Canadian anesthesia residents at McMaster University – a survey study","year":2015,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Feeling; Cohort; Prospective cohort study; Patient safety; Cohort study; University hospital; Perception","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001505632,0.000179009,0.0002316043,0.0006942817,0.002449197,0.001408654,0.000993697,0.0005894852,0.002026974],"category_scores_gemma":[0.005441035,0.0002896249,0.000385487,0.001024889,0.0008065285,0.0006325563,0.001109745,0.001106386,0.0002068664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008910339,"about_ca_system_score_gemma":0.01236494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.772313,"about_ca_topic_score_gemma":0.8775192,"domain_scores_codex":[0.9983169,0.0001791802,0.00008881828,0.0001286344,0.0006375553,0.0006490436],"domain_scores_gemma":[0.9954574,0.0003069316,0.0009980423,0.00006428663,0.001026852,0.002146614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009666064,0.0002127586,0.9791383,0.00006097194,0.00003164151,0.0001793913,0.01305541,0.0000413052,0.0003475793,0.0000437739,0.001203255,0.005588896],"study_design_scores_gemma":[0.000003164961,0.0001007701,0.9822405,0.00002383073,0.000005726251,0.00004868706,0.01676734,0.00006519356,0.00002838527,0.000004688496,0.0007007053,0.0000109861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990159,0.00005814439,0.000008959881,0.0002671838,0.000005892386,0.00002452994,0.0001580911,0.000001469629,0.0004598263],"genre_scores_gemma":[0.998976,0.0001687518,0.0000620809,0.0002178909,0.000007817527,0.00002771443,0.0001665253,0.000002081379,0.0003710316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.227687,"threshold_uncertainty_score":0.4580557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345103727614191,"score_gpt":0.2954799131274747,"score_spread":0.2520288758513328,"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."}}