{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000747018,0.0001121752,0.000210957,0.00006204266,0.0007331586,0.00001471913,0.0001008261,0.0001214635,0.000009228725],"category_scores_gemma":[0.0001725106,0.0001069741,0.00002468053,0.0001314168,0.0000359486,0.0002013018,0.00006791917,0.0002838369,0.000143235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027692,"about_ca_system_score_gemma":0.00004054922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008662053,"about_ca_topic_score_gemma":0.0002242827,"domain_scores_codex":[0.9985602,0.000100473,0.0002606501,0.0002561946,0.0001292446,0.0006932067],"domain_scores_gemma":[0.9988964,0.000423473,0.0002346434,0.0002053289,0.00009643278,0.0001437057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006207931,0.001316253,0.3189473,0.01560498,0.0005305409,0.00003335229,0.00736965,0.00009429741,0.00003142047,0.04386227,0.1690495,0.4425397],"study_design_scores_gemma":[0.001002858,0.00003578396,0.6202273,0.0001356781,0.00005387968,7.904215e-8,0.001294826,0.000007478949,0.000006757254,0.002041068,0.3750784,0.0001159856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450808,0.001908453,0.000193717,0.01547434,0.001867866,0.005665485,0.0000581163,0.0002334806,0.02951779],"genre_scores_gemma":[0.9559819,0.001924394,0.001642498,0.02657526,0.0009982508,0.005500333,0.00003608711,0.00005107835,0.007290165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4424237,"threshold_uncertainty_score":0.5638937,"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."}}