{"id":"W1915589149","doi":"","title":"Health system drivers of hospital medicine in Canada: systematic review.","year":2013,"lang":"en","type":"review","venue":"PubMed","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"MEDLINE; Health care; Set (abstract data type); Alternative medicine; Medicine; Family medicine; Computer science; Pathology; 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":[0.01215499,0.001334452,0.004100833,0.01849461,0.002257599,0.005174725,0.002284398,0.001488545,0.003776005],"category_scores_gemma":[0.06138728,0.0009137214,0.003598029,0.04405818,0.001340083,0.0021167,0.002078038,0.001347066,0.0002020809],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05848882,"about_ca_system_score_gemma":0.2420841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7944292,"about_ca_topic_score_gemma":0.9189317,"domain_scores_codex":[0.9883522,0.002167011,0.002492821,0.0007084026,0.005437344,0.0008421447],"domain_scores_gemma":[0.9413758,0.02478932,0.01228384,0.0006419089,0.01947707,0.001432162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002401414,0.00002578318,0.01226561,0.8868861,0.006279434,0.0002401838,0.001270849,0.0002239446,0.0001221944,0.001015151,0.01308803,0.07834258],"study_design_scores_gemma":[0.0002911887,0.0001236162,0.07890168,0.8118489,0.04033632,0.0004634842,0.003258941,0.0002630224,0.000279649,0.000447079,0.06366274,0.0001233886],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002248728,0.9937044,0.00009272602,0.0009637371,0.0001582882,0.0003336095,0.00164606,0.000007943876,0.0008444589],"genre_scores_gemma":[0.04089536,0.9557924,0.0007736806,0.0007492635,0.00008981097,0.0005745789,0.0008258505,0.000005341556,0.0002937827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9415112,"threshold_uncertainty_score":0.424368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806439158962291,"score_gpt":0.2858410628989263,"score_spread":0.2577766713093034,"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."}}