{"id":"W2144065109","doi":"10.12927/hcq.2013.19496","title":"Chronic Disease Prevention and Management: Implications for Health Human Resources in 2020","year":2013,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Disease; Medicine; Population health; Health care; Public health; Population; Disease management; Chronic disease; Disease burden; Intensive care medicine; Nursing; Environmental health; Political science; 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":[0.01511795,0.0009669288,0.0009785705,0.001371913,0.006131188,0.01044664,0.002952895,0.01226975,0.02928298],"category_scores_gemma":[0.0296922,0.0004923693,0.00134741,0.001984414,0.008022502,0.005406315,0.00744599,0.006467573,0.002592075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04101887,"about_ca_system_score_gemma":0.2095828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4724043,"about_ca_topic_score_gemma":0.5711437,"domain_scores_codex":[0.9885923,0.004408572,0.0005308939,0.000398331,0.002659306,0.003410617],"domain_scores_gemma":[0.965699,0.005493687,0.001007689,0.0005573523,0.005226076,0.02201624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001445102,0.0001939727,0.00807533,0.001243165,0.00008798535,0.0004439195,0.002564302,0.0009300051,0.0002702026,0.0546891,0.8285427,0.1028148],"study_design_scores_gemma":[0.0002281455,0.0002739699,0.03530712,0.006592128,0.0001078255,0.0002896198,0.01639093,0.001175026,0.000196781,0.05622124,0.8830523,0.0001649199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0013784,0.009861151,0.0003518938,0.9761624,0.001943921,0.00003668255,0.0002386036,0.00005035421,0.009976496],"genre_scores_gemma":[0.257991,0.1151194,0.01406533,0.5591145,0.01490279,0.001132149,0.001697684,0.000189567,0.03578766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4724043,"threshold_uncertainty_score":0.9393092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05045262413749443,"score_gpt":0.4512032654262151,"score_spread":0.4007506412887207,"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."}}