{"id":"W2003681657","doi":"10.12927/hcq.2009.20598","title":"Changing Healthcare: Stakeholder Perceptions of the Burden of Chronic Disease and the Value of Teams, Measurements and Communication","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Health care; Public health; Stakeholder; Medicine; Psychological intervention; Concordance; Disease management; Nursing; Family medicine; Health promotion; Disease; Population; Environmental health; Public relations; Political science","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":[0.006955063,0.0002887308,0.0003411015,0.001116038,0.01408434,0.005686268,0.001168255,0.001447558,0.003625404],"category_scores_gemma":[0.01823739,0.0002465707,0.0003757997,0.001870636,0.0047743,0.002516754,0.003401759,0.002271937,0.0001822785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04332557,"about_ca_system_score_gemma":0.06241519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9348032,"about_ca_topic_score_gemma":0.9325638,"domain_scores_codex":[0.9879838,0.003376533,0.0003608325,0.0003364015,0.005538625,0.002403758],"domain_scores_gemma":[0.9844259,0.003111552,0.001640505,0.0001849523,0.005212643,0.005424495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002814965,0.0001598727,0.3731735,0.0006315748,0.000123559,0.001382248,0.4163262,0.0003633327,0.001415337,0.009962321,0.03393273,0.1622478],"study_design_scores_gemma":[0.00002643463,0.0002077102,0.2699119,0.0006900221,0.00007418175,0.0004841134,0.6631207,0.0007433036,0.0002996855,0.002812856,0.06146983,0.0001591979],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515019,0.005006023,0.000596712,0.09206466,0.0002376998,0.00008930906,0.0002889775,0.00004140736,0.05017339],"genre_scores_gemma":[0.9955968,0.001035507,0.0002128378,0.002329767,0.00002323319,0.000007360904,0.00003821613,0.000005480771,0.000750741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9348032,"threshold_uncertainty_score":0.3143505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07548135522515932,"score_gpt":0.3908874877172469,"score_spread":0.3154061324920875,"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."}}