{"id":"W2129489526","doi":"10.1016/s1499-2671(11)51005-6","title":"Lifestyle Care Indicators in Individuals with Major, Minor No Depression: A Community-Based Diabetes Study in Quebec","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Clinical Research Institute; Université de Montréal; University of Calgary; McGill University; Douglas Mental Health University Institute; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Depression (economics); Logistic regression; Obesity; Diabetes mellitus; Patient Health Questionnaire; Gerontology; Depressive symptoms; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006740312,0.0004928215,0.0007331735,0.001086894,0.003328037,0.001691063,0.001317859,0.001073993,0.001858212],"category_scores_gemma":[0.001591208,0.0004975937,0.0009314424,0.00374741,0.0006783072,0.0008340128,0.0008148169,0.001444525,0.0002642887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01334178,"about_ca_system_score_gemma":0.006452002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763843,"about_ca_topic_score_gemma":0.9853789,"domain_scores_codex":[0.9993886,0.0001068447,0.00005869781,0.0001379678,0.000119409,0.0001884604],"domain_scores_gemma":[0.9988172,0.00009655225,0.0001984946,0.00004757976,0.0004666075,0.0003735349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008781413,0.0001274891,0.9968256,0.00001811409,0.0001111214,0.00009528925,0.0006810321,0.0000424254,0.0001657567,0.00004078762,0.000538064,0.0012666],"study_design_scores_gemma":[0.00001735533,0.00003458678,0.9983569,0.0000175383,0.00003909203,0.00003104721,0.00104489,0.0001534376,0.00001786933,0.00001080057,0.0002688016,0.000007619469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959377,0.0004609461,0.000101843,0.0002720885,0.00002150623,0.00006005117,0.00216011,0.00000705071,0.0009788213],"genre_scores_gemma":[0.997529,0.0002406004,0.0001506547,0.000178209,0.000007524182,0.00004156677,0.0009730211,0.000004435412,0.0008750771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02361566,"threshold_uncertainty_score":0.09680188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176402725642356,"score_gpt":0.239440324273355,"score_spread":0.2218000517091194,"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."}}