{"id":"W3152903039","doi":"10.46747/cfp.6704235","title":"Implementing patient-centred integrated care for multiple chronic conditions","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Multimorbidity; Chronic disease; Multiple Chronic Conditions; Medicine; Health care; Disease; Data science; Gerontology; Intensive care medicine; Computer science; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00001555074,0.0002001191,0.0002579375,0.0001454771,0.0003489672,0.00007905076,0.00008887074,0.00004979895,0.00007430473],"category_scores_gemma":[0.00003046578,0.0002262751,0.0001818868,0.000341876,0.0000589267,0.000107637,0.00003708013,0.0001105151,0.00005663265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546017,"about_ca_system_score_gemma":0.003645805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006467638,"about_ca_topic_score_gemma":0.0862407,"domain_scores_codex":[0.9984192,0.00002173984,0.0002286565,0.0003781336,0.0001478927,0.0008043234],"domain_scores_gemma":[0.9987763,0.00003602643,0.00006338354,0.0003813635,0.0003188684,0.0004240703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001372914,0.0006143028,0.002663011,0.003330058,0.002270167,0.001466085,0.003955805,0.0004139477,0.05855417,0.02650457,0.5042716,0.395819],"study_design_scores_gemma":[0.002976274,0.0001501867,0.003681471,0.0002911238,0.0003237503,0.000001116605,0.07057069,0.0009932955,0.002482002,0.0001994451,0.9179953,0.0003353305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.444468,0.020383,0.0002473246,0.002671581,0.001678605,0.005304259,0.009446446,0.0004859066,0.5153149],"genre_scores_gemma":[0.975416,0.00001762338,0.0001788864,0.01467757,0.0002730387,0.0001630471,0.008826541,0.0000492194,0.0003980521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.530948,"threshold_uncertainty_score":0.9777176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691940125025314,"score_gpt":0.2731427976692914,"score_spread":0.2462233964190383,"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."}}