{"id":"W2113069720","doi":"","title":"Are inpatients' needs better served by hospitalists than by their family doctors: yes.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Term (time); Service (business); Family doctors; Alternative medicine; Family 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":[0.003215043,0.0002669763,0.000552722,0.0006432085,0.001547007,0.002607129,0.000769028,0.002951858,0.01661478],"category_scores_gemma":[0.03659497,0.0001801669,0.0003281779,0.001161235,0.003000562,0.0060525,0.001532084,0.00353691,0.00198314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074397,"about_ca_system_score_gemma":0.003544679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0171449,"about_ca_topic_score_gemma":0.04287015,"domain_scores_codex":[0.9983863,0.0006839153,0.0001033676,0.0001842746,0.0003846514,0.0002574659],"domain_scores_gemma":[0.987157,0.004306753,0.002803786,0.0003741265,0.002986344,0.002371919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008445404,0.0001749945,0.1772906,0.001890675,0.0002843312,0.0003215146,0.0134538,0.0001051457,0.000561193,0.02095205,0.5130692,0.271052],"study_design_scores_gemma":[0.0002876561,0.0006499407,0.5100164,0.01344535,0.0006331178,0.002563785,0.1621793,0.0004207194,0.001262023,0.06300244,0.2451641,0.0003752057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04705106,0.02110594,0.0003561912,0.9135857,0.002987709,0.00000867152,0.0004272118,0.00001421055,0.01446329],"genre_scores_gemma":[0.7198789,0.04021405,0.00151393,0.2253751,0.006577691,0.00004805173,0.0004400352,0.00005337057,0.005898869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0171449,"threshold_uncertainty_score":0.05558205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244000243435577,"score_gpt":0.2155283798610386,"score_spread":0.1930883774266829,"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."}}