{"id":"W2155307309","doi":"10.1111/jhn.12321","title":"Prediction of adherence to a gluten‐free diet using protection motivation theory among adults with coeliac disease","year":2015,"lang":"en","type":"article","venue":"Journal of Human Nutrition and Dietetics","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coeliac disease; Gluten; Gluten free; Accidental; Psychosocial; Disease; Consumption (sociology); Young adult; Environmental health; Gerontology; Internal medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003221463,0.00008433213,0.0001716574,0.0002280066,0.00005680303,0.00002393298,0.00004535652,0.00002886712,0.00001058593],"category_scores_gemma":[0.0003310215,0.00006592563,0.0000534978,0.0001452932,0.00008465764,0.0001768515,0.00003349224,0.0001154281,3.768054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008069718,"about_ca_system_score_gemma":0.00007837718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450899,"about_ca_topic_score_gemma":0.000005237354,"domain_scores_codex":[0.9989332,0.00006070966,0.0002940162,0.0001017513,0.0004946062,0.0001157091],"domain_scores_gemma":[0.9984797,0.00001713552,0.000198609,0.0001313488,0.0006974106,0.0004758121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3611223,0.02702762,0.3439872,0.03249016,0.002318033,0.001683539,0.01191656,0.001495494,0.07101658,0.009581288,0.08898552,0.04837563],"study_design_scores_gemma":[0.04602891,0.06457415,0.8267738,0.01945585,0.001515976,0.0001340834,0.01031651,0.005382858,0.003880741,0.01863936,0.002793574,0.0005041744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935802,0.0004572632,0.004513688,0.0004819228,0.0000559008,0.000764388,0.00002703309,0.00001174978,0.0001078359],"genre_scores_gemma":[0.9989351,0.0001954945,0.0005768834,0.00004613432,0.0001673639,0.00001628807,0.00001344648,0.000009972726,0.00003933447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4827866,"threshold_uncertainty_score":0.2688369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.085615179163809,"score_gpt":0.3108688204923606,"score_spread":0.2252536413285516,"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."}}