{"id":"W2340023994","doi":"10.1056/hm200904270000001","title":"Comparison of Hospitalist Programs in the U.S. and Canada","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Gerontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214116,0.0003498282,0.0007601561,0.002574887,0.002791697,0.002382049,0.001714149,0.0008762652,0.004519784],"category_scores_gemma":[0.008312971,0.0003572139,0.001147475,0.00761581,0.001200803,0.0008282519,0.001660424,0.001431327,0.000262693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06035813,"about_ca_system_score_gemma":0.09810698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946983,"about_ca_topic_score_gemma":0.9981432,"domain_scores_codex":[0.9958797,0.0003730991,0.0002100167,0.0002642108,0.001208419,0.002064543],"domain_scores_gemma":[0.9896085,0.0007088492,0.001403856,0.000125885,0.003767725,0.004385265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001362181,0.0004541665,0.9462991,0.000278111,0.000464213,0.0002484952,0.002258406,0.001139259,0.0002124489,0.002724756,0.0120439,0.03251502],"study_design_scores_gemma":[0.0001166067,0.0001239815,0.9921802,0.0001165541,0.00009667259,0.00005015155,0.004345573,0.000442899,0.00006999871,0.0001069877,0.002325878,0.00002442453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728124,0.003688486,0.000113165,0.003839415,0.0001103868,0.0001323311,0.006253019,0.00002522278,0.01302554],"genre_scores_gemma":[0.9933838,0.001582273,0.0001195607,0.000691597,0.00002641224,0.0000352208,0.002362965,0.00001733803,0.001780821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06035813,"threshold_uncertainty_score":0.4379309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737345502773499,"score_gpt":0.3181475791359384,"score_spread":0.2907741241082035,"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."}}