{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009765091,0.0002713203,0.0004159575,0.0001098562,0.000111934,0.00002538417,0.0001800164,0.0001450344,0.0000647488],"category_scores_gemma":[0.0001311661,0.0001888275,0.0001751296,0.0003271559,0.00009736756,0.0001590004,0.00008231874,0.0002205458,0.00003413308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009152419,"about_ca_system_score_gemma":0.00002367856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399655,"about_ca_topic_score_gemma":0.000003246006,"domain_scores_codex":[0.9984278,0.00003271228,0.0003254513,0.0002898228,0.000349038,0.0005751721],"domain_scores_gemma":[0.9987677,0.00003947195,0.0001502719,0.0004201184,0.00007722846,0.0005451862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003276966,0.000276703,0.7867227,0.00003115569,0.00006813743,0.00003782169,0.0005700589,5.948629e-8,0.0001014995,0.000002413756,0.2001462,0.01201053],"study_design_scores_gemma":[0.001196189,0.00007668128,0.8928009,0.00002543532,0.00002898508,0.00001113767,0.0002859415,0.000002370261,0.001676133,0.00001712293,0.1036468,0.0002323486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903016,0.0008223242,0.000008690857,0.004854865,0.0003548834,0.0007883497,0.0001791815,0.000148973,0.002541143],"genre_scores_gemma":[0.9854615,0.0000823447,0.00003174642,0.005661877,0.0001566135,0.0004161271,0.0002026423,0.00004717857,0.007940016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1060782,"threshold_uncertainty_score":0.770016,"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."}}