{"id":"W4385066423","doi":"10.58445/rars.250","title":"Vitamin D Deficiency in Indo-Canadian Population","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Geography; Medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721352,0.0002171565,0.0002400473,0.00156337,0.003664147,0.0009650637,0.0004286487,0.0002587141,0.005134114],"category_scores_gemma":[0.0006215797,0.000159417,0.0002953534,0.004619452,0.0003328216,0.0002017511,0.00041251,0.0003752457,0.0004724739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008784629,"about_ca_system_score_gemma":0.01611164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916585,"about_ca_topic_score_gemma":0.993987,"domain_scores_codex":[0.9997196,0.000008962567,0.0000143973,0.00003911442,0.0001224543,0.00009542127],"domain_scores_gemma":[0.9996948,0.000009066175,0.00002366044,0.000007272631,0.000196745,0.00006841833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092436,0.0001087413,0.9578228,0.0002023642,0.00005299349,0.001033085,0.002545167,0.0000772805,0.0006369424,0.0006453256,0.01244589,0.02432014],"study_design_scores_gemma":[0.00001339001,0.00002966707,0.9794145,0.0001093609,0.00005144865,0.0006317188,0.003761362,0.0001099413,0.0001288134,0.00006971698,0.01565952,0.00002042419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387079,0.006043827,0.0001288243,0.00184937,0.00009630805,0.0001341742,0.01220668,0.0000305294,0.04080231],"genre_scores_gemma":[0.9789596,0.007419001,0.0003206965,0.0005455497,0.0000290549,0.00005020065,0.003272852,0.000008292611,0.009394695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008784629,"threshold_uncertainty_score":0.06373727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0618409107529826,"score_gpt":0.3513051980437141,"score_spread":0.2894642872907315,"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."}}