{"id":"W1981911929","doi":"10.12927/hcq.2014.24020","title":"A Novel Community-Based Model to Enhance Health Promotion, Risk Factor Management and Chronic Disease Prevention","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Health promotion; Disease prevention; Medicine; Promotion (chess); Best practice; Disease management; Risk factor; Community health; Disease; Nursing; Environmental health; Alternative medicine; Health management system; Public health; Political science; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001736581,0.0007383958,0.0004795577,0.0009116021,0.001357304,0.002340965,0.00254518,0.001656314,0.01602382],"category_scores_gemma":[0.003882167,0.000308378,0.0007430388,0.0009800839,0.0008073939,0.002522022,0.002627026,0.001047603,0.001814287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499441,"about_ca_system_score_gemma":0.00447252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111209,"about_ca_topic_score_gemma":0.01323925,"domain_scores_codex":[0.9987682,0.0007303161,0.0000392478,0.0002000434,0.0001619498,0.0001002488],"domain_scores_gemma":[0.9983968,0.0007910152,0.00007042695,0.0001430625,0.0002423332,0.0003563357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001240419,0.009371663,0.02031111,0.0007866312,0.0003008647,0.001316319,0.006043828,0.2668581,0.006024628,0.2133525,0.02087411,0.4535199],"study_design_scores_gemma":[0.0005207924,0.001317571,0.002387219,0.0001583581,0.0001484438,0.0004140205,0.001511921,0.9002156,0.0008308036,0.06195953,0.03046371,0.0000720977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1407694,0.0003794337,0.7472085,0.00745771,0.0004067671,0.002683592,0.0006310523,0.002162214,0.09830137],"genre_scores_gemma":[0.6009501,0.0003282798,0.3737095,0.0005563428,0.00007655914,0.002333039,0.0004309622,0.0001059373,0.02150924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01602382,"threshold_uncertainty_score":0.05360502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07106983494603154,"score_gpt":0.4434623176096223,"score_spread":0.3723924826635908,"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."}}