{"id":"W2969054337","doi":"10.1503/cmaj.181621","title":"The impact of hospital harm on length of stay, costs of care and length of person-centred episodes of care: a retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; Trillium Health Centre; University of Toronto","funders":"","keywords":"Retrospective cohort study; Harm; Medicine; Cohort; Emergency medicine; Cohort study; Medical emergency; Surgery; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003925377,0.0005101023,0.0004791665,0.001748838,0.001130504,0.001206725,0.001190342,0.0006385336,0.001132586],"category_scores_gemma":[0.007338712,0.0007369891,0.001865665,0.00345268,0.0006879957,0.0009349497,0.001232382,0.0008857909,0.0002325083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003640617,"about_ca_system_score_gemma":0.004083237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.309117,"about_ca_topic_score_gemma":0.3307106,"domain_scores_codex":[0.996714,0.0006825295,0.0005423754,0.0007074129,0.0008082461,0.0005455161],"domain_scores_gemma":[0.9931704,0.000778124,0.003560598,0.0009363276,0.0009527975,0.0006016659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005971164,0.00001521007,0.9992804,0.00001146279,0.0001197006,0.0000360428,0.00008317953,0.00002266658,0.00002313119,0.0000149413,0.00008399966,0.000249682],"study_design_scores_gemma":[0.00001338026,0.00008114841,0.998934,0.00001917062,0.00009415804,0.0001256837,0.0001974924,0.0002188866,0.00002502883,0.00001700833,0.0002650348,0.000009078612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949698,0.0003075057,0.0003489441,0.00008107589,0.00000986317,0.0001222698,0.003702549,0.000006598759,0.0004514117],"genre_scores_gemma":[0.9966301,0.0002100329,0.0004488322,0.000102624,0.00001412481,0.0001040177,0.002319197,0.000005489641,0.0001656264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.309117,"threshold_uncertainty_score":0.6146354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448515070632423,"score_gpt":0.3283776664700906,"score_spread":0.3138925157637664,"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."}}