{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009769163,0.00008678348,0.0001174957,0.00002322009,0.0004139204,0.00001796687,0.0001962683,0.00002375159,0.0001363321],"category_scores_gemma":[0.0008474725,0.00003405031,0.00006027196,0.000150424,0.0003004419,0.00004219592,0.0001189887,0.0002144694,0.0008636925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006463848,"about_ca_system_score_gemma":0.0001037361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002120004,"about_ca_topic_score_gemma":0.000004958384,"domain_scores_codex":[0.9989098,0.00008229043,0.0001047663,0.00008051258,0.0003245427,0.0004980724],"domain_scores_gemma":[0.9987697,0.0004813238,0.00002633381,0.0004966227,0.00005549421,0.0001705144],"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":[0.00008306897,0.0005328791,0.08441608,0.00009489827,0.0004027705,0.000006099384,0.01259306,9.985182e-8,0.01260107,0.005156021,0.8552195,0.02889446],"study_design_scores_gemma":[0.0003589378,0.00008146006,0.4283426,0.00003037594,0.00007397283,0.00006434123,0.00764951,0.000003687393,0.008503119,0.0001413217,0.5546659,0.00008478833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292133,0.00749354,0.000005348031,0.04264279,0.0009342122,0.0003959445,0.00000154356,0.00004318992,0.01927014],"genre_scores_gemma":[0.9670052,0.0003053682,0.00007603182,0.0005172456,0.001062008,0.000102435,0.000001013405,0.00001547243,0.03091526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3439265,"threshold_uncertainty_score":0.9999142,"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."}}