{"id":"W2191934107","doi":"10.1007/s00134-015-4170-x","title":"Night shifts, human factors, and errors in the ICU: a causal pathway?","year":2015,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Anesthesiology; Pain medicine; Medicine; Intensive care medicine; Intensive care; Emergency medicine; Medical emergency; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002778777,0.0004629309,0.001121564,0.0007611492,0.002973839,0.003139165,0.001651116,0.02280672,0.01022073],"category_scores_gemma":[0.02549385,0.0005781479,0.00136363,0.0008107839,0.003627234,0.004911869,0.00162288,0.02598899,0.001415619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030199,"about_ca_system_score_gemma":0.005086816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01507645,"about_ca_topic_score_gemma":0.03001922,"domain_scores_codex":[0.998432,0.0006397339,0.0002110123,0.0002570346,0.0002419612,0.0002182648],"domain_scores_gemma":[0.9792189,0.01422454,0.002224004,0.0005925688,0.001989441,0.001750516],"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":[0.001023144,0.0009550975,0.1730864,0.001017574,0.0007940801,0.0326475,0.004598572,0.0008644079,0.0004269161,0.02923692,0.6454424,0.1099071],"study_design_scores_gemma":[0.001644579,0.0009372599,0.1803508,0.006429765,0.001195297,0.04444052,0.02887416,0.007270372,0.0005157745,0.214084,0.5136088,0.0006487389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00535891,0.004977179,0.0001947328,0.9819481,0.005249837,0.000009539415,0.00005216797,0.00001355489,0.002195944],"genre_scores_gemma":[0.1736302,0.01819481,0.001044974,0.6582712,0.1446195,0.00008477183,0.00008955193,0.0000266199,0.004038307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02280672,"threshold_uncertainty_score":0.03419179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0528944151022698,"score_gpt":0.326271830796188,"score_spread":0.2733774156939182,"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."}}