{"id":"W139797236","doi":"10.15173/m.v1i21.792","title":"The Vitamin D Gamble","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitamin D and neurology; Medicine; Vitamin; Endocrine system; Intensive care medicine; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004846115,0.0004721313,0.0006742731,0.001352449,0.003397279,0.005429979,0.0007729204,0.005265982,0.04935564],"category_scores_gemma":[0.02062082,0.0002520096,0.0004716909,0.000850905,0.004673142,0.005092396,0.003996396,0.005964706,0.007865428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344992,"about_ca_system_score_gemma":0.006006188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176758,"about_ca_topic_score_gemma":0.04890456,"domain_scores_codex":[0.9975116,0.0008613445,0.0001047195,0.0002732372,0.0009941547,0.0002549585],"domain_scores_gemma":[0.9951453,0.002420646,0.0002237439,0.0003670168,0.0007163999,0.001126886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004030826,0.00006449185,0.001578365,0.0004241947,0.00004160521,0.0001542577,0.0006814312,0.00003576122,0.0003453958,0.1176447,0.6863814,0.1922454],"study_design_scores_gemma":[0.00003510617,0.00005144956,0.000745989,0.000490488,0.00001661832,0.0001177606,0.000484546,0.00001748763,0.00006821929,0.009729067,0.9882327,0.00001072077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003754805,0.1187648,0.0005351517,0.7235383,0.02373749,0.00003662858,0.0006518358,0.0001091544,0.1288717],"genre_scores_gemma":[0.1035881,0.1198797,0.003152231,0.5828006,0.01516808,0.0001497669,0.0005682064,0.000145617,0.1745477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04935564,"threshold_uncertainty_score":0.1651111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307849104130139,"score_gpt":0.3505910376146444,"score_spread":0.317512546573343,"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."}}