{"id":"W4400998307","doi":"10.69554/umjb7839","title":"Impact of chronic disease integration strategies on healthcare outcomes and costs in Canada: A scoping review","year":2021,"lang":"en","type":"review","venue":"Management in healthcare.","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Health care; Chronic disease; Disease; Medicine; Business; Intensive care medicine; Economics; Economic growth; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01277596,0.00141509,0.004903285,0.01646136,0.001880106,0.005864176,0.001866142,0.00180674,0.003636745],"category_scores_gemma":[0.04893899,0.0009359795,0.004982654,0.02709933,0.001150112,0.001835722,0.00211926,0.001441512,0.0002849827],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03098985,"about_ca_system_score_gemma":0.1205004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5086319,"about_ca_topic_score_gemma":0.7022303,"domain_scores_codex":[0.9919708,0.001773578,0.002045272,0.0004278559,0.003295442,0.0004869773],"domain_scores_gemma":[0.9667127,0.01726392,0.00440408,0.0003828059,0.01051007,0.0007264041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002300099,0.0000448804,0.002296621,0.7697346,0.004049186,0.0001695734,0.0006821675,0.0003865177,0.0001878389,0.001122687,0.008758118,0.2123379],"study_design_scores_gemma":[0.00007461167,0.00008663,0.009813237,0.9166837,0.01641976,0.0002261415,0.0006078621,0.0001899825,0.000188041,0.0003310622,0.05532723,0.00005163642],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005286806,0.9979892,0.00005192531,0.0004277902,0.00009674557,0.0001161744,0.0002399075,0.000003703487,0.0005457718],"genre_scores_gemma":[0.005449415,0.9937117,0.0002316849,0.0002048266,0.00003512471,0.0001144735,0.0001512252,0.000002349457,0.00009918974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9690102,"threshold_uncertainty_score":0.9885238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473799281768295,"score_gpt":0.5285031605944979,"score_spread":0.3811232324176684,"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."}}