{"id":"W2171953635","doi":"10.1177/2050313x14561570","title":"Vitamin D and depression: A case series","year":2014,"lang":"en","type":"article","venue":"SAGE Open Medical Case Reports","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Depression (economics); Series (stratigraphy); Psychiatry; Dermatology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002479862,0.0001982467,0.0005315823,0.00007661301,0.0003484118,0.00008991845,0.00007210285,0.0001695686,0.00121614],"category_scores_gemma":[0.01034771,0.000135319,0.00005709004,0.0001751724,0.0004546744,0.0002084709,0.001105694,0.0004372068,0.00001313004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003706374,"about_ca_system_score_gemma":0.00021964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005302913,"about_ca_topic_score_gemma":0.000580554,"domain_scores_codex":[0.9974943,0.0001751497,0.0004861976,0.0005553012,0.0008859822,0.0004030028],"domain_scores_gemma":[0.9977737,0.0002930185,0.0001154895,0.0006567414,0.0001331828,0.001027878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003596619,0.00008457682,0.01003373,0.0001625748,0.0000558587,0.87945,0.0002514172,3.823465e-8,0.00006414783,0.00001060728,0.005629543,0.1042215],"study_design_scores_gemma":[0.0009548987,0.0002476055,0.002810709,0.0004628834,0.00007887642,0.9708672,0.0009485304,0.0000788336,0.0003756286,0.0001331571,0.02288942,0.0001523018],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765841,0.001429347,0.000241282,0.003550343,0.0002618462,0.0008809608,0.00000426978,0.00006353395,0.01698426],"genre_scores_gemma":[0.9931612,0.0002212011,0.001109455,0.0005671236,0.0003346371,0.000117177,0.000008304753,0.00002730069,0.004453593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040692,"threshold_uncertainty_score":0.9996969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205287670678546,"score_gpt":0.3462350994128205,"score_spread":0.324182222706035,"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."}}