{"id":"W4386886003","doi":"10.32920/24168462","title":"25-Hydroxyvitamin D supplementation and health-service utilization for upper respiratory tract infection in young children","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Public Health Ontario; Hospital for Sick Children; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Lung Health Foundation","keywords":"Medicine; Vitamin D and neurology; Respiratory tract infections; Upper respiratory tract infection; Poisson regression; Emergency department; vitamin D deficiency; Pediatrics; Internal medicine; Respiratory system; Population; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005465767,0.0001550579,0.0002222084,0.0005106394,0.0003981783,0.000504141,0.0004596311,0.0003403682,0.002185553],"category_scores_gemma":[0.001906107,0.0003650634,0.0005440232,0.001063327,0.000192429,0.0002095659,0.0003177731,0.0005245979,0.0002475999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00222156,"about_ca_system_score_gemma":0.002260618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4363649,"about_ca_topic_score_gemma":0.503146,"domain_scores_codex":[0.9997184,0.00004790547,0.00002772236,0.00003978751,0.00007371439,0.0000923344],"domain_scores_gemma":[0.998922,0.0001329508,0.000469346,0.00005343636,0.0001625378,0.0002597981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003786765,0.00001814757,0.9988518,0.00001814058,0.00002393488,0.00002871564,0.00005670405,0.00002270093,0.00002166555,0.0000150108,0.0004769421,0.000428472],"study_design_scores_gemma":[0.000006622043,0.00002614372,0.9994732,0.000026132,0.0000193938,0.00003527644,0.0001290996,0.00005639213,0.00001314703,0.000004740298,0.0002078425,0.000002014425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945885,0.0007338679,0.00003806388,0.0002288728,0.00002126974,0.00002457383,0.003591773,0.000005367282,0.0007677506],"genre_scores_gemma":[0.9973372,0.0004957788,0.00006986599,0.00007412329,0.00001094402,0.00003033757,0.001431085,0.000002548825,0.0005481468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4363649,"threshold_uncertainty_score":0.8676499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809843821006701,"score_gpt":0.4738509339764432,"score_spread":0.2928665518757732,"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."}}