{"id":"W2170493941","doi":"","title":"Lifestyle management for type 2 diabetes. Are family physicians ready and willing?","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychological intervention; Medicine; Referral; Family medicine; Confidentiality; Workforce; Type 2 diabetes; Nursing; Diabetes mellitus","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":[0.001301321,0.0001042489,0.0001140752,0.0002247491,0.0007549961,0.0004654863,0.0002385547,0.0006964759,0.00734171],"category_scores_gemma":[0.01335817,0.0001146026,0.0001248223,0.0002718178,0.0004197102,0.0007500959,0.0002597609,0.0004687964,0.0004939455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007331602,"about_ca_system_score_gemma":0.003158504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03874879,"about_ca_topic_score_gemma":0.09077993,"domain_scores_codex":[0.99937,0.0002492612,0.00002758937,0.00003828345,0.0001705188,0.000144263],"domain_scores_gemma":[0.9957995,0.001094883,0.001419662,0.00009681523,0.0003921525,0.001197049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001782758,0.0003788886,0.8208656,0.0002934296,0.00003163487,0.0004626076,0.003485073,0.000065704,0.000589095,0.0002310012,0.02070256,0.1527161],"study_design_scores_gemma":[0.00006418073,0.0004000935,0.9666137,0.0009432926,0.00003625848,0.001520045,0.009235647,0.0001191878,0.0001426041,0.000278609,0.02062855,0.00001789881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904994,0.01414053,0.0003902865,0.07539727,0.0003183695,0.00008292626,0.0006052666,0.00003451127,0.01853148],"genre_scores_gemma":[0.9898872,0.003554012,0.0006330713,0.004335003,0.0001323354,0.00002700935,0.0001486645,0.000003456393,0.001279335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03874879,"threshold_uncertainty_score":0.07704651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09218149172373749,"score_gpt":0.3850916651789502,"score_spread":0.2929101734552126,"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."}}