{"id":"W3163539670","doi":"10.3389/fnins.2021.670879","title":"Vitamin D, Depressive Symptoms, and Covid-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"TPH2; Endocrinology; Internal medicine; Vitamin; Calcitriol receptor; Serotonin; Vitamin D and neurology; Monoamine oxidase; Serotonin transporter; Chemistry; Biology; Medicine; Biochemistry; Receptor; Enzyme","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":[0.0002557519,0.0001167807,0.000249853,0.0001705714,0.0001576234,0.00003548273,0.0001477954,0.00005205143,0.000007535168],"category_scores_gemma":[0.004742647,0.0001017795,0.00003056576,0.0006269163,0.0007051178,0.0001175169,0.0002803513,0.0002769325,0.000001672992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445581,"about_ca_system_score_gemma":0.000376079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001338031,"about_ca_topic_score_gemma":0.00001241866,"domain_scores_codex":[0.9983953,0.0001045353,0.0001573386,0.000555412,0.0003982947,0.0003890826],"domain_scores_gemma":[0.9991872,0.0001115891,0.00003613346,0.0002787119,0.00005483391,0.0003315714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001550335,0.00005077196,0.9653034,0.00007876741,0.000004412689,0.001028647,0.0002797963,0.00001617398,0.01861776,0.0000253464,0.01126028,0.00331917],"study_design_scores_gemma":[0.001804439,0.0001551587,0.9712573,0.00007531743,0.00002170198,0.0006719667,0.0006010661,0.002706669,0.001739446,0.0003201249,0.02046992,0.0001769397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768123,0.005260144,0.01170154,0.003377871,0.001053941,0.0004052177,0.00001575074,0.00008703458,0.001286214],"genre_scores_gemma":[0.9898319,0.002413172,0.001269104,0.003746062,0.00003846678,0.00003423802,0.000002179594,0.00001135348,0.002653548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01687831,"threshold_uncertainty_score":0.5677734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470672304130825,"score_gpt":0.3334972280583343,"score_spread":0.298790505017026,"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."}}