{"id":"W4386882830","doi":"10.32920/24171084","title":"25-hydroxyvitamin D and health service utilization for asthma in early childhood","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; SickKids Foundation; Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"Institute of Nutrition, Metabolism and Diabetes; Institute of Human Development, Child and Youth Health; Danone Institute of Canada; Instituto Danone; Council for Science and Technology Policy; Hospital for Sick Children; Lung Health Foundation; Sick Kids Foundation; St. Michael's Hospital Foundation; Dairy Farmers of Ontario; Dairy Farmers of Canada; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Danone; Health Canada; Reseau canadien de recherche respiratoire; Mead Johnson Nutrition","keywords":"Asthma; Medicine; Vitamin D and neurology; Emergency department; vitamin D deficiency; Poisson regression; Pediatrics; Logistic regression; Prospective cohort study; Internal medicine; Population; Environmental health; Psychiatry","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":[0.0005520654,0.0001668254,0.0001943676,0.0005613888,0.0003385425,0.0005213259,0.0004648285,0.0003050693,0.002062052],"category_scores_gemma":[0.001263312,0.0002635708,0.0004402238,0.001324896,0.0001996994,0.0001791212,0.0003174504,0.0004655455,0.0002407877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827144,"about_ca_system_score_gemma":0.001282959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3875635,"about_ca_topic_score_gemma":0.4414158,"domain_scores_codex":[0.9996269,0.00006505935,0.00003697127,0.00006170032,0.0001045068,0.0001049223],"domain_scores_gemma":[0.9989963,0.00009961183,0.0004622652,0.00005857246,0.0001535041,0.000229652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002927873,0.00000888691,0.9990333,0.00001281359,0.00002571807,0.00002156489,0.00002747611,0.00002662532,0.00002836636,0.00001066816,0.0002716521,0.0005035647],"study_design_scores_gemma":[0.000002228835,0.000009120385,0.9997246,0.000008205408,0.000008318052,0.00002671086,0.00003900815,0.00003709016,0.00001176953,0.000003073972,0.000128891,0.000001020317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920784,0.001293564,0.00006344524,0.0001881872,0.00001529539,0.00001769747,0.00539319,0.000009633334,0.0009406939],"genre_scores_gemma":[0.9971795,0.0004141005,0.00005433672,0.00003359248,0.000007111932,0.00001166967,0.001755397,0.00000170181,0.000542496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3875635,"threshold_uncertainty_score":0.7706153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157646999929366,"score_gpt":0.4398816641951953,"score_spread":0.2822346642658292,"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."}}