{"id":"W4238879367","doi":"10.1093/geront/gnv589.04","title":"ASSOCIATION OF MULTIMORBIDITY WITH HOSPITALIZATION AND SYSTEM COSTS IN ONTARIO, CANADA","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multimorbidity; Medicine; Gerontology; Geography; Medical emergency; Comorbidity; Psychiatry","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":[0.001042001,0.0004254028,0.000869005,0.002014827,0.004603262,0.002386511,0.002604225,0.001046665,0.005225975],"category_scores_gemma":[0.006107812,0.0007171008,0.001673742,0.006391327,0.001066831,0.000772104,0.00147949,0.001453386,0.0002918344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08499723,"about_ca_system_score_gemma":0.1123556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993296,"about_ca_topic_score_gemma":0.9996567,"domain_scores_codex":[0.9981072,0.0001480972,0.0002068297,0.0001953673,0.0005930365,0.0007494864],"domain_scores_gemma":[0.9907995,0.0005921532,0.001726897,0.0002469824,0.004060524,0.002573971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001242632,0.00005084041,0.987967,0.00007940573,0.0001905517,0.000139363,0.0005722615,0.0005037604,0.00007241863,0.0005201651,0.00594574,0.003834257],"study_design_scores_gemma":[0.00002474983,0.00001470454,0.9960658,0.00007011091,0.00006695525,0.00006505017,0.001063219,0.0008259174,0.00003059635,0.0001045297,0.001644296,0.00002404936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630453,0.003956849,0.000253199,0.005149269,0.0001146952,0.00008638091,0.01931446,0.00004475578,0.00803516],"genre_scores_gemma":[0.9919,0.001376979,0.0002602355,0.0003028817,0.00002968469,0.00002621171,0.003057738,0.00001468776,0.003031638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08499723,"threshold_uncertainty_score":0.6167009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591559782152104,"score_gpt":0.2337473281543089,"score_spread":0.1745913499390985,"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."}}