{"id":"W2112904007","doi":"10.1016/j.puhe.2005.04.003","title":"The potential of public health to enhance chronic disease management","year":2005,"lang":"en","type":"article","venue":"Public Health","topic":"Healthcare, Law, Governance, and Management Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Public health; Chronic disease; Environmental health; Disease management; Medicine; Disease; Intensive care medicine; Nursing; 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":[0.01964099,0.0002409498,0.0002799869,0.001938522,0.003410553,0.009251526,0.0008415146,0.005157972,0.008590727],"category_scores_gemma":[0.02982413,0.0002775024,0.0004506967,0.001424708,0.01261573,0.006755639,0.004422181,0.003678415,0.0002959596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004605907,"about_ca_system_score_gemma":0.01499121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005640058,"about_ca_topic_score_gemma":0.01078228,"domain_scores_codex":[0.9902353,0.007694874,0.0001268116,0.0002609823,0.0007548396,0.000927334],"domain_scores_gemma":[0.9414368,0.04755252,0.003073394,0.001866045,0.002264127,0.003807163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005669249,0.0007774541,0.01723269,0.000339555,0.0000450815,0.0001003787,0.007304791,0.0007437766,0.0001488823,0.8951431,0.01353095,0.06457654],"study_design_scores_gemma":[0.000168189,0.0004939744,0.05016797,0.001997799,0.0001074325,0.0003183018,0.02046043,0.002368687,0.000531185,0.7357591,0.1875678,0.00005908979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06295538,0.01641208,0.006738656,0.6272113,0.0009972478,0.00009131205,0.0000743299,0.00005352444,0.2854662],"genre_scores_gemma":[0.9616802,0.006359094,0.0028729,0.02347527,0.001810191,0.00007119402,0.00001747935,0.00001314249,0.003700605],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01964099,"threshold_uncertainty_score":0.1038727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179782834804645,"score_gpt":0.4323691108713988,"score_spread":0.3605712825233524,"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."}}