{"id":"W2940110937","doi":"10.1016/j.aimed.2019.03.220","title":"Broad spectrum micronutrient supplementation for irritability, inattention and post-disaster stress","year":2019,"lang":"en","type":"article","venue":"Advances in Integrative Medicine","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Irritability; Fuzzy logic; Control (management); Mathematical optimization; Mathematics; Object (grammar); Optimal control; Stability (learning theory); Computer science; Control theory (sociology); Artificial intelligence; Medicine; Anxiety","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":[0.0003281472,0.0001529416,0.0002787654,0.0001147851,0.00003968179,0.00002495038,0.0002488215,0.00003319271,0.00002628571],"category_scores_gemma":[0.00008798815,0.00009669453,0.00003231781,0.0001738098,0.0001065395,0.0006839401,0.00006642905,0.00009813597,0.000006229154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008776769,"about_ca_system_score_gemma":0.00001680951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001652162,"about_ca_topic_score_gemma":0.0006765469,"domain_scores_codex":[0.9988058,0.00008374336,0.0003205329,0.0004003935,0.0001805498,0.0002089923],"domain_scores_gemma":[0.9992292,0.0002755436,0.0001180316,0.0002203198,0.0001141124,0.00004279095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004080931,0.0003216196,0.1825439,0.0005372223,0.00004932832,0.000007672729,0.02014726,0.0000589803,0.01144185,0.6632574,0.0005709572,0.1206557],"study_design_scores_gemma":[0.02667865,0.01361384,0.1326956,0.002989477,0.00006347294,0.00005371909,0.07522564,0.01572143,0.008806624,0.6986179,0.02416646,0.001367176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5068123,0.0118681,0.4407178,0.01697956,0.003250841,0.004027776,0.00008144549,0.00009790538,0.01616432],"genre_scores_gemma":[0.9968703,0.0001505231,0.002093599,0.0002943164,0.00008175731,0.0001190569,0.00003921531,0.000004840232,0.0003463672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490058,"threshold_uncertainty_score":0.3943088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006463958733194229,"score_gpt":0.2787498020552693,"score_spread":0.2722858433220751,"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."}}