{"id":"W2944911812","doi":"10.9778/cmajo.20190038","title":"The primary care and other health system use of home care patients: a retrospective cohort analysis","year":2019,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Public Health Ontario","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Medical home; Primary care; Cohort; Family medicine; Emergency department; Retrospective cohort study; Ambulatory care; Health care; Primary care physician; Population; Emergency medicine; Nursing; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476442,0.000117643,0.0005866422,0.00009325815,0.0005286885,0.0000451029,0.0002478168,0.0000927571,0.00004293705],"category_scores_gemma":[0.00002793022,0.0000783203,0.00008705831,0.0004417901,0.00004073833,0.0001209665,0.0002598649,0.000189031,0.00002735189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480304,"about_ca_system_score_gemma":0.0003071919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02093345,"about_ca_topic_score_gemma":0.002965326,"domain_scores_codex":[0.9983854,0.000401036,0.0004000068,0.000290327,0.0002377565,0.0002855191],"domain_scores_gemma":[0.9983223,0.0002180656,0.0003675193,0.0005649045,0.0004418547,0.00008533678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008184276,0.000009952702,0.973471,0.0005701722,0.0001846353,1.908361e-7,0.0211719,0.000001184307,0.000001050536,0.000212074,0.0026503,0.00164564],"study_design_scores_gemma":[0.0006401038,0.000181741,0.9417165,0.0002524233,0.000169956,1.090018e-7,0.04680424,0.000002791784,0.000001310789,0.00000477277,0.01013757,0.00008849568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845718,0.001850518,0.000009464086,0.000120218,0.0006595675,0.003009919,0.0003739167,0.00002881889,0.009375824],"genre_scores_gemma":[0.9984038,0.00007088596,0.0000914657,0.0002191344,0.00004236417,0.00008563182,0.0001217945,0.00002133761,0.0009435415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03175458,"threshold_uncertainty_score":0.9855862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483935322495282,"score_gpt":0.3493532645641075,"score_spread":0.3245139113391547,"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."}}