{"id":"W2808118396","doi":"10.21037/mhealth.2018.05.05","title":"MyHealthyGut: development of a theory-based self-regulatory app to effectively manage celiac disease","year":2018,"lang":"en","type":"article","venue":"mHealth","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Mitacs; Calgary Foundation; Canadian Celiac Association","keywords":"Disease; Computer science; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224406,0.000992105,0.0003267194,0.0007494064,0.0004366069,0.001209116,0.001531888,0.000904582,0.006566237],"category_scores_gemma":[0.006980632,0.0003479671,0.0008614669,0.000169336,0.000428537,0.001335412,0.001637876,0.001044188,0.001851026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011373,"about_ca_system_score_gemma":0.001254142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005886371,"about_ca_topic_score_gemma":0.001364464,"domain_scores_codex":[0.9991298,0.0003994514,0.00007106165,0.0001202044,0.0002121246,0.00006724094],"domain_scores_gemma":[0.9973984,0.001710115,0.00009754314,0.0001266595,0.0004017106,0.000265643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008013766,0.0061125,0.02068555,0.003523113,0.0001630735,0.001509318,0.01039808,0.003081284,0.02235882,0.003332153,0.06442685,0.8636078],"study_design_scores_gemma":[0.003485968,0.02091533,0.07432607,0.008182293,0.001654611,0.01228062,0.01331729,0.1593815,0.05871572,0.0227279,0.6238412,0.001171397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4631774,0.00236878,0.4189766,0.007046458,0.001540816,0.01747401,0.00229345,0.03016977,0.05695267],"genre_scores_gemma":[0.2640693,0.001524665,0.7076276,0.002541906,0.0001518188,0.007897128,0.001786009,0.0006692574,0.01373238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006566237,"threshold_uncertainty_score":0.02196622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494336996736181,"score_gpt":0.3290089098601826,"score_spread":0.3140655398928208,"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."}}