{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000222641,0.0001113394,0.0002827705,0.0001925995,0.00003231685,0.00001001926,0.00005308333,0.00005281882,0.00003721482],"category_scores_gemma":[0.0002790201,0.0001090508,0.0000637077,0.0002690146,0.00002606278,0.00009616844,0.00001333589,0.00006256402,0.000009500339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006441553,"about_ca_system_score_gemma":0.00004000896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000873853,"about_ca_topic_score_gemma":0.00001142514,"domain_scores_codex":[0.9990648,0.00003064788,0.0002334549,0.0001876044,0.0001185291,0.0003649735],"domain_scores_gemma":[0.9994177,0.0001101297,0.00009132117,0.0001902268,0.0001263074,0.00006430771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005699955,0.00007263796,0.9761084,0.001848129,0.00001933998,1.510693e-7,0.001457932,0.000001206559,0.0005363718,0.000284356,0.0003942645,0.01927156],"study_design_scores_gemma":[0.001455648,0.0006900355,0.9735578,0.0006187451,0.00006774254,1.977684e-8,0.003798157,0.0001170003,0.01239261,0.0001627589,0.00696639,0.000173065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939644,0.002281268,0.000001510458,0.0002935132,0.0002563126,0.0009118113,0.00002325035,0.00002862736,0.002239274],"genre_scores_gemma":[0.9975985,0.0000247015,0.0008977886,0.0007569792,0.0000852287,0.0003598053,0.0001688361,0.00002337861,0.00008477479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0190985,"threshold_uncertainty_score":0.4446964,"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."}}