{"id":"W1981288980","doi":"10.1111/j.1532-5415.2012.03965.x","title":"Acute Hospital Use, Nursing Home Placement, and Mortality in a Frail Community‐Dwelling Cohort Managed with Primary Integrated Interdisciplinary Elder Care at Home","year":2012,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Medicine; Nursing homes; Emergency department; Emergency medicine; Intervention (counseling); Acute care; Population; House call; Cohort; Family medicine; Nursing; Health care; Internal 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":[0.001087899,0.0001937449,0.0004327941,0.0001029351,0.001086384,0.00002699711,0.000281617,0.0001023646,0.00003048979],"category_scores_gemma":[0.0000369856,0.0001259225,0.0001447542,0.0008783698,0.0002650892,0.0004710897,0.0003445807,0.001699027,0.000002748182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688298,"about_ca_system_score_gemma":0.000653052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738622,"about_ca_topic_score_gemma":0.00007783885,"domain_scores_codex":[0.9974306,0.001069011,0.0006396722,0.0001238776,0.0003610665,0.0003757454],"domain_scores_gemma":[0.9974118,0.0003089652,0.001389235,0.0002924704,0.0004506636,0.0001468275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004545319,0.0002410615,0.8700348,0.00007538208,0.0001932375,0.000001524768,0.1237706,0.00002271001,0.0001782637,0.00002036592,0.004787371,0.0002201184],"study_design_scores_gemma":[0.0006369307,0.0001974312,0.8097971,0.0003873367,0.0001738428,0.00001002851,0.1883976,0.00003307047,0.00001127916,0.00006394942,0.000141447,0.0001499753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960312,0.0002854278,0.0005663002,0.0008634524,0.001415503,0.0004899516,0.00002592891,0.00001502526,0.0003071671],"genre_scores_gemma":[0.9951788,0.0002375192,0.002969028,0.0009868019,0.0002097061,0.0000234586,0.00002341607,0.0000289864,0.0003423441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06462696,"threshold_uncertainty_score":0.8355696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196966773217293,"score_gpt":0.3758998544044159,"score_spread":0.3562031770826866,"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."}}