{"id":"W3112014061","doi":"10.1159/000511785","title":"Healthcare Professional Clinical Actions following Nutrigenomics Testing in Practice","year":2020,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nutrigenomics; Health care; Medicine; Clinical Practice; Health professionals; Nursing; Political science","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":[0.00131254,0.0001859265,0.0002863772,0.00006741262,0.000282454,0.00005766297,0.0002588974,0.0002166517,0.000005951284],"category_scores_gemma":[0.002731506,0.000215016,0.0001406583,0.0002939361,0.00005140059,0.00001814326,0.0001668839,0.0003668912,0.00001941166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572939,"about_ca_system_score_gemma":0.00376854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007628283,"about_ca_topic_score_gemma":0.00007067567,"domain_scores_codex":[0.9972485,0.0004943009,0.0008410226,0.0006079439,0.000176049,0.0006322258],"domain_scores_gemma":[0.9980375,0.000137622,0.0002911885,0.0003207994,0.0002028447,0.001010114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001935453,0.006585482,0.6992315,0.001734141,0.0005902186,0.0001243358,0.005590188,0.000630165,0.02037759,0.004367259,0.06398845,0.1948452],"study_design_scores_gemma":[0.002574782,0.0007458067,0.02132843,0.00003499355,0.00002013271,0.00001885204,0.002632176,0.0007265946,0.0001478577,0.0002060601,0.9711228,0.0004414813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569659,0.004501656,0.00221515,0.1327586,0.001382683,0.001081177,0.0001513357,0.0000650317,0.0008784904],"genre_scores_gemma":[0.9342149,0.001792169,0.01776711,0.04383558,0.001788393,0.00006582457,0.0004308148,0.00005584483,0.00004930659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9071344,"threshold_uncertainty_score":0.87681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1705198989194536,"score_gpt":0.4233214671504302,"score_spread":0.2528015682309765,"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."}}