{"id":"W2792922649","doi":"10.3390/nu10020152","title":"Database Analysis of Depression and Anxiety in a Community Sample—Response to a Micronutrient Intervention","year":2018,"lang":"en","type":"article","venue":"Nutrients","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Mary's University; Pure North","funders":"","keywords":"Depression (economics); Micronutrient; Anxiety; Intervention (counseling); Psychology; Medicine; Clinical psychology; Psychiatry; Database; Computer science; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001556063,0.0002159301,0.0005460521,0.001439335,0.0004482442,0.0005274297,0.0007271806,0.0004933818,0.001436519],"category_scores_gemma":[0.004320834,0.0002149988,0.0007451078,0.001881376,0.0001360614,0.0002689691,0.0008042863,0.0003411945,0.0003101158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006351104,"about_ca_system_score_gemma":0.0005018158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333751,"about_ca_topic_score_gemma":0.01371993,"domain_scores_codex":[0.9980384,0.0008053625,0.0003319606,0.0003369908,0.0003649168,0.0001224965],"domain_scores_gemma":[0.99756,0.0004049769,0.0008858501,0.0002680811,0.0005964004,0.0002846544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00207038,0.0005425657,0.9859748,0.0001873558,0.0004602245,0.00009081309,0.000216162,0.00007810666,0.0005033785,0.0000231594,0.0009436578,0.008909256],"study_design_scores_gemma":[0.0001360943,0.0003622953,0.9986468,0.000008673557,0.00009088324,0.00007075282,0.0001511812,0.0001723413,0.00007016112,0.000008894645,0.0002774103,0.000004516817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924673,0.0002260324,0.0002115713,0.00007850058,0.000009946289,0.0003218619,0.006120393,0.00001423556,0.0005499903],"genre_scores_gemma":[0.9900388,0.0001592759,0.000666249,0.00009454098,0.00001665153,0.0004946967,0.008210164,0.000004045488,0.0003155736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333751,"threshold_uncertainty_score":0.02651978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999941880716401,"score_gpt":0.3681311713468184,"score_spread":0.3381317525396544,"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."}}