{"id":"W2579427792","doi":"10.9778/cmajo.20160073","title":"Implementation of an intervention to reduce population-based screening for vitamin D deficiency: a cross-sectional study","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red Deer Regional Hospital; Alberta Medical Association; University of Calgary","funders":"","keywords":"Medicine; Observational study; vitamin D deficiency; Requisition; Vitamin D and neurology; Psychological intervention; Population; Vitamin; Environmental health; Internal medicine; Nursing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123502,0.00008509798,0.000196871,0.0001218881,0.0005627401,0.0002267433,0.0003575947,0.00002659056,0.00008645576],"category_scores_gemma":[0.000644317,0.00007662505,0.00006783356,0.00007096045,0.00004107453,0.0003599286,0.0002592562,0.00005596143,0.000003591513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008805245,"about_ca_system_score_gemma":0.00007059517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344903,"about_ca_topic_score_gemma":0.004745729,"domain_scores_codex":[0.998831,0.00005067837,0.000334774,0.0002843124,0.0003237338,0.0001755001],"domain_scores_gemma":[0.9989018,0.00005714511,0.0001924701,0.0004232273,0.0003434989,0.00008190066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002928036,0.000359409,0.9769312,0.00006702253,0.00003856872,0.000001663608,0.0003409201,0.00004604268,0.001614381,0.00002926911,0.00008180973,0.02019695],"study_design_scores_gemma":[0.004721147,0.002098607,0.9872593,0.00006483842,0.00002966094,0.000001276087,0.001904164,0.000309106,0.00347924,0.000039198,0.00002041226,0.0000730682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928668,0.000005796766,0.003222313,0.0002504262,0.00009814023,0.003367438,0.00005100283,0.00001213962,0.0001259891],"genre_scores_gemma":[0.9933445,1.729028e-7,0.005579329,0.00002620119,0.00006921255,0.000517579,0.0001155281,0.00001385263,0.0003336009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02012388,"threshold_uncertainty_score":0.9931205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382433367867458,"score_gpt":0.5157192186179083,"score_spread":0.3774758818311624,"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."}}