{"id":"W2163067383","doi":"","title":"Re-designing Hospital Care: Learning from the Experience of Hospital Medicine in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Global Health Care Systems","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health","funders":"","keywords":"Specialty; Medicine; Health care; Hospital medicine; Quality (philosophy); Inpatient care; Healthcare delivery; Healthcare system; Family medicine; Nursing; Political science","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":[0.0126948,0.0006361133,0.0005328613,0.001796264,0.04351611,0.013766,0.004912661,0.003634451,0.00332078],"category_scores_gemma":[0.02216508,0.0005797985,0.0006954491,0.003964674,0.02250228,0.004672311,0.01046845,0.008929718,0.000463165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2531351,"about_ca_system_score_gemma":0.4255598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9819767,"about_ca_topic_score_gemma":0.9950806,"domain_scores_codex":[0.980274,0.007450823,0.0004926769,0.0009967706,0.005233325,0.005552466],"domain_scores_gemma":[0.9586857,0.00639703,0.001166134,0.0007508239,0.01097332,0.022027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001327325,0.0004178703,0.023442,0.0006729432,0.00006519165,0.00275433,0.6149368,0.001589176,0.000796363,0.04104646,0.1649312,0.149215],"study_design_scores_gemma":[0.00004191201,0.0001295083,0.01587946,0.0007555679,0.00003458257,0.0005485917,0.4835609,0.0006270147,0.0004973751,0.00487582,0.4928637,0.0001854004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3882953,0.02789069,0.005703687,0.4133023,0.003453064,0.0004125609,0.0003654282,0.0002771404,0.1602999],"genre_scores_gemma":[0.9103796,0.02258659,0.01075325,0.02716856,0.0002713711,0.0001141696,0.0002552032,0.0002618241,0.02820946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2531351,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657949238682226,"score_gpt":0.2981542371857464,"score_spread":0.2815747447989241,"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."}}