{"id":"W4200572555","doi":"10.1001/jamanetworkopen.2021.40858","title":"Effect of Vitamin D Supplementation on Outcomes in People With Early Psychosis","year":2021,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; National Research Foundation; King's College London; National Institute for Health and Care Research; Maudsley Charity; King's College Hospital NHS Foundation Trust; Danmarks Grundforskningsfond; Queensland Health; National Institute for Health Research Applied Research Collaboration South London; South London and Maudsley NHS Foundation Trust; Stanley Medical Research Institute","keywords":"Psychosis; Psychology; Vitamin; Vitamin D and neurology; Psychiatry; Medicine; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008744804,0.0001350369,0.0005207006,0.00006791366,0.00005129978,0.00005108133,0.0001602235,0.00004889386,0.0002250871],"category_scores_gemma":[0.0002394085,0.00008986815,0.000051417,0.000571209,0.00003710447,0.0001212305,0.0001963361,0.0001999583,0.00002193472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007334703,"about_ca_system_score_gemma":0.00004963456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004756255,"about_ca_topic_score_gemma":0.001628653,"domain_scores_codex":[0.9985033,0.0003137826,0.0002345104,0.0002639865,0.0003912672,0.0002932058],"domain_scores_gemma":[0.9987582,0.0006820446,0.00007215937,0.0003258275,0.00009515716,0.00006662904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001176599,0.0001734384,0.9778762,0.0001329559,0.0001900435,0.00007397969,0.000477349,0.00007121652,0.0001165797,0.00004719765,0.01229582,0.007368606],"study_design_scores_gemma":[0.007232239,0.003080226,0.9847903,0.000658779,0.00005512605,0.000004869551,0.0001986941,0.00003883507,0.003440102,0.00001075544,0.0004037324,0.00008630719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876382,0.00006737873,0.00001327775,0.004937329,0.00006747387,0.001164465,0.00001025519,0.000009530198,0.006092096],"genre_scores_gemma":[0.9960899,0.0001081358,0.0007291736,0.000284135,0.00008393826,0.0002677848,0.0000553652,0.00002005082,0.00236153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01189209,"threshold_uncertainty_score":0.3664717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519731609573932,"score_gpt":0.3542420490150748,"score_spread":0.3390447329193355,"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."}}