{"id":"W2463445714","doi":"10.1002/jhm.2633","title":"Long length of hospital stay in children with medical complexity","year":2016,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Hospital medicine; Pediatrics; Retrospective cohort study; Emergency medicine; Internal medicine","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":[0.0007181954,0.0002872923,0.0003465094,0.001176091,0.0004293153,0.0005983924,0.0004524868,0.0003421094,0.001860647],"category_scores_gemma":[0.005474952,0.0002094151,0.0005939827,0.001864945,0.0004100382,0.0006549737,0.001044696,0.0008256638,0.0001381975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169263,"about_ca_system_score_gemma":0.001235358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008903196,"about_ca_topic_score_gemma":0.01191563,"domain_scores_codex":[0.9987068,0.0002318374,0.000178089,0.000244378,0.0003555489,0.000283328],"domain_scores_gemma":[0.9928777,0.0007010162,0.005181251,0.0001185426,0.0003419441,0.0007795649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006562981,0.000003375805,0.9992604,0.00001050594,0.00001628091,0.00008385047,0.0000378732,0.0000207971,0.00001578019,0.00001924227,0.0001162849,0.0004090702],"study_design_scores_gemma":[9.743304e-7,0.00001789232,0.998866,0.00002328641,0.000007742667,0.0006235007,0.0001974537,0.00006631537,0.00001977844,0.00002659803,0.0001479004,0.000002708482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969976,0.001075285,0.0001656835,0.0003112554,0.00001876587,0.00001113952,0.0009092308,0.000007170136,0.000503918],"genre_scores_gemma":[0.9984648,0.000484525,0.0001563631,0.00006818079,0.00002988571,0.00001370357,0.000730276,0.000003311315,0.0000488699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008903196,"threshold_uncertainty_score":0.01770276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891172840462477,"score_gpt":0.2664393039839101,"score_spread":0.2375275755792853,"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."}}