{"id":"W2950284676","doi":"10.1007/s11606-019-05031-5","title":"The Influence of Inpatient Physician Continuity on Hospital Discharge","year":2019,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"Medicine; Inpatient care; Continuity of care; Emergency medicine; Statistic; Hospital discharge; Family medicine; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003661726,0.0001468717,0.0005310836,0.000102654,0.00003714973,0.000007730424,0.000240963,0.00004209499,0.00008221837],"category_scores_gemma":[0.0003822568,0.00006541044,0.0001931898,0.0001104617,0.0001446257,0.00009097483,0.00004991445,0.0004059355,0.00002028755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000634207,"about_ca_system_score_gemma":0.00006708145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000056883,"about_ca_topic_score_gemma":0.000001990605,"domain_scores_codex":[0.9982862,0.00003835286,0.0007315598,0.0001055576,0.0006511393,0.0001871652],"domain_scores_gemma":[0.9983326,0.0001439925,0.0006674473,0.0002301887,0.0004092366,0.0002165489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002883462,0.001156277,0.7810867,0.0001798198,0.0007458061,0.0002195789,0.002784263,0.0001822157,0.1435619,0.005282982,0.02548527,0.03643176],"study_design_scores_gemma":[0.003847974,0.01684492,0.9363376,0.002561532,0.0001176628,0.00009476506,0.0005509246,0.00009207774,0.01294209,0.0003128731,0.0261656,0.0001319135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866425,0.0003114089,0.00001377318,0.007686278,0.001178393,0.0001825794,0.000002314909,0.000004120322,0.003978568],"genre_scores_gemma":[0.9921094,0.0001616321,0.00007679133,0.00144234,0.0008614932,0.000001012061,8.359059e-7,0.00001248773,0.005334075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155251,"threshold_uncertainty_score":0.2667361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006797647075667623,"score_gpt":0.2823741188321099,"score_spread":0.2755764717564423,"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."}}