{"id":"W2808326709","doi":"10.2196/resprot.9846","title":"Comparison of Nutrigenomics Technology Interface Tools for Consumers and Health Professionals: Protocol for a Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Vancouver Coastal Health; Kwantlen Polytechnic University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nutrigenomics; Medicine; Randomized controlled trial; Psychological intervention; Body mass index; Anthropometry; Intervention (counseling); Test (biology); Gerontology; Physical therapy; Environmental health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.08156363,0.004615832,0.007296883,0.004387607,0.004006646,0.003335249,0.003809134,0.005945281,0.07612205],"category_scores_gemma":[0.06124047,0.003790629,0.004970113,0.004840131,0.002765684,0.002762938,0.00289618,0.006119204,0.01179273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006108403,"about_ca_system_score_gemma":0.02049424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298477,"about_ca_topic_score_gemma":0.003865581,"domain_scores_codex":[0.9566643,0.02831011,0.006843089,0.00223692,0.003487117,0.002458548],"domain_scores_gemma":[0.9577867,0.0169867,0.004743377,0.006643707,0.01170221,0.002137294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4354554,0.1000056,0.005290538,0.06752466,0.002488966,0.001319638,0.008583518,0.00973614,0.007510677,0.01652491,0.04862386,0.2969362],"study_design_scores_gemma":[0.6310337,0.09815244,0.01898341,0.02173905,0.001862096,0.0002701171,0.004618436,0.0106106,0.008669727,0.01254148,0.1907691,0.000749894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008827205,0.00003949334,0.001520602,0.00003682888,0.00005122672,0.9968477,0.0003308059,0.00003209335,0.0002586027],"genre_scores_gemma":[0.0002894314,0.00001973324,0.001490463,0.00001628621,0.000004468084,0.9980938,0.00002802143,0.000001599113,0.00005624587],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08156363,"threshold_uncertainty_score":0.4313549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3536452760896893,"score_gpt":0.6822688905166268,"score_spread":0.3286236144269374,"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."}}