{"id":"W2129170737","doi":"10.2337/diacare.26.5.1468","title":"Stages of Change for Healthy Eating in Diabetes","year":2003,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.003030434,0.0004070068,0.0003024631,0.0005976583,0.0005824954,0.0007669865,0.000622696,0.0004342766,0.002559779],"category_scores_gemma":[0.006187079,0.0001399832,0.001012536,0.0005192749,0.0004129652,0.0005858648,0.001222392,0.001325522,0.0002042814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674393,"about_ca_system_score_gemma":0.001970639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502231,"about_ca_topic_score_gemma":0.00994765,"domain_scores_codex":[0.9987522,0.0006561332,0.00009227666,0.00009656872,0.0002782257,0.0001245043],"domain_scores_gemma":[0.9968625,0.0007982847,0.001187275,0.0001087668,0.0004795739,0.0005635445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001859708,0.001741647,0.6235638,0.001264669,0.0003484313,0.00007073157,0.002652982,0.0009961559,0.0008104509,0.004920183,0.009441297,0.35233],"study_design_scores_gemma":[0.0002855172,0.001896376,0.9800282,0.0005097424,0.0001789759,0.0002403308,0.0009589809,0.002163827,0.0003882616,0.003289977,0.01002253,0.00003744135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293357,0.01389194,0.01186074,0.007798905,0.0005499586,0.005655627,0.002805637,0.0002432006,0.02785833],"genre_scores_gemma":[0.9703928,0.001653915,0.02188534,0.0005678348,0.00005237717,0.002247985,0.00119836,0.00001345071,0.001987928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004502231,"threshold_uncertainty_score":0.01602668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04871636033496263,"score_gpt":0.3106867076808457,"score_spread":0.261970347345883,"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."}}