{"id":"W2136183849","doi":"","title":"Length of stay and hospital costs among patients admitted to hospital by family physicians.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Interquartile range; Retrospective cohort study; Emergency medicine; Health care; Observational study; Acute care; Pediatrics; Internal medicine","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":[0.0007364324,0.0002606512,0.0003637244,0.0009472091,0.0003449446,0.0006418072,0.0003898415,0.0005718131,0.001311254],"category_scores_gemma":[0.005682953,0.0002604833,0.0005199567,0.001137834,0.0002422673,0.0006090808,0.0004082595,0.0007098805,0.0001410822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127848,"about_ca_system_score_gemma":0.0005683602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488316,"about_ca_topic_score_gemma":0.01991596,"domain_scores_codex":[0.9989108,0.0002484479,0.0001504438,0.0002021252,0.0002898636,0.0001983954],"domain_scores_gemma":[0.9953125,0.0006453041,0.003058356,0.00008245985,0.0002887201,0.0006126993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001427898,0.000032819,0.9991327,0.000009085226,0.00005575167,0.00002820844,0.00001844216,0.00001798462,0.0000292894,0.00000286145,0.00005216503,0.0004778852],"study_design_scores_gemma":[0.000008524668,0.00008469746,0.9995499,0.000005680196,0.00001477386,0.0001296192,0.00007959572,0.00007198429,0.00001223476,0.000005268736,0.00003539684,0.000002284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992074,0.0002915596,0.00002047978,0.00003075573,0.000004331092,0.000004475753,0.0003122185,0.000001129688,0.0001277114],"genre_scores_gemma":[0.9993261,0.0001000148,0.00004529074,0.00002214976,0.0000102251,0.000006434395,0.0004429224,8.617118e-7,0.00004592769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488316,"threshold_uncertainty_score":0.02959305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171196356639712,"score_gpt":0.3028211935998973,"score_spread":0.2857015579359261,"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."}}