{"id":"W2945157667","doi":"10.29173/hsi159","title":"Multimorbidity:A complex reality in primary health care","year":2019,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Polypharmacy; Multimorbidity; Medicine; Primary care; Chronic care; Chronic condition; Quality of life (healthcare); Health care; Chronic disease; Gerontology; Family medicine; Nursing; Intensive care medicine; Economic growth; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001456675,0.0001612051,0.0004640401,0.0003528085,0.0002004644,0.00004746621,0.0003012134,0.00003499454,0.0002473789],"category_scores_gemma":[0.00003639391,0.0001508305,0.00005088222,0.0010241,0.0006691474,0.0003208595,0.000199201,0.0002367284,0.0001763689],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002760761,"about_ca_system_score_gemma":0.006294518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895742,"about_ca_topic_score_gemma":0.0001981724,"domain_scores_codex":[0.9970044,0.00005711365,0.00052489,0.0006656932,0.0008644098,0.0008834352],"domain_scores_gemma":[0.9984453,0.00002855739,0.0001903844,0.0007524669,0.0000926709,0.0004906195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005750817,0.001710902,0.5795315,0.02589469,0.00002987919,0.0001369894,0.03232326,0.0006272107,0.0006624511,0.01310035,0.1818747,0.163533],"study_design_scores_gemma":[0.001446112,0.0003639385,0.9764026,0.0002584705,0.000002645454,0.000008050439,0.004462523,0.0005289629,0.000006096461,0.00005037531,0.01634043,0.0001297953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324239,0.001294379,0.00007003004,0.02762786,0.001308568,0.002692474,0.0000187515,0.000213424,0.0343506],"genre_scores_gemma":[0.981307,0.0001686879,0.0009543424,0.01713353,0.0001529645,0.00002167648,0.0001075701,0.00001344899,0.0001407596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3968711,"threshold_uncertainty_score":0.9993389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978819720712888,"score_gpt":0.4629169590027851,"score_spread":0.2650349869314963,"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."}}