{"id":"W197861873","doi":"","title":"Barriers to changing dietary behavior.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Duration (music); Diabetes mellitus; Family medicine; Quarter (Canadian coin); Medical advice; Gerontology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001077103,0.00005240363,0.00007758997,0.0001212541,0.00007105544,0.000005894461,0.00003880217,0.00001725842,0.0001045334],"category_scores_gemma":[0.00008410041,0.00005009781,0.00003141754,0.0002215078,0.00001398586,0.0000556254,0.00002483435,0.00003742409,0.00007534731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004011319,"about_ca_system_score_gemma":0.00001410824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006955831,"about_ca_topic_score_gemma":6.648254e-7,"domain_scores_codex":[0.9994197,0.000004995859,0.00006776946,0.0001107844,0.0001112007,0.0002855206],"domain_scores_gemma":[0.9995159,0.000005130476,0.00001280287,0.0001317652,0.00001729717,0.00031714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002574738,0.00007217019,0.6433535,0.00002653797,0.00003327067,0.00003530971,0.001230708,0.000001601306,0.00005501454,0.00003689384,0.05492584,0.3002034],"study_design_scores_gemma":[0.0001714137,0.00001619856,0.9643208,0.000003793429,0.00004954231,0.00000332882,0.0001703046,0.00000443818,0.0002418079,0.000004131316,0.03495686,0.00005741509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796605,0.00007308876,0.000007460068,0.001873495,0.0004414962,0.0006901523,6.071319e-7,0.00006734164,0.01718594],"genre_scores_gemma":[0.9828494,0.00001531816,0.0001156882,0.002070761,0.0002370675,0.001468607,0.0000122744,0.00001011583,0.0132208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3209672,"threshold_uncertainty_score":0.2042929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148369253889918,"score_gpt":0.2475925947275369,"score_spread":0.2061089021886377,"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."}}