{"id":"W2890465937","doi":"10.23889/ijpds.v3i4.928","title":"25-hydroxyvitamin D and health service utilization for asthma in early childhood","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Asthma; Vitamin D and neurology; Emergency department; Pediatrics; Logistic regression; vitamin D deficiency; Population; Poisson regression; Prospective cohort study; Cohort; Pregnancy; Internal medicine; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007407877,0.0002061481,0.0002346172,0.0006532307,0.0003018507,0.000633436,0.0004399128,0.0004219687,0.003575036],"category_scores_gemma":[0.002018466,0.0001603977,0.0006100424,0.001254275,0.0002548582,0.000202933,0.0003641494,0.0005193162,0.0002248295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007628807,"about_ca_system_score_gemma":0.0006651427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08198,"about_ca_topic_score_gemma":0.05589243,"domain_scores_codex":[0.9993883,0.0002030006,0.00005200535,0.00008733993,0.0001007913,0.0001684621],"domain_scores_gemma":[0.9981465,0.0003997151,0.0009094169,0.00004899734,0.0001414366,0.0003538886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002930736,0.00001532485,0.9980545,0.0000246906,0.00003902489,0.00003141769,0.00002576391,0.0000403122,0.00002776057,0.00002503079,0.0002228871,0.001463992],"study_design_scores_gemma":[0.000002751126,0.00001799154,0.9994554,0.00002693288,0.00001974675,0.00008261338,0.00006831421,0.00005507811,0.00002415362,0.00002106488,0.0002243438,0.000001555169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836917,0.0098329,0.0001702686,0.001426346,0.00004600148,0.00001546115,0.003095959,0.00001789504,0.001703531],"genre_scores_gemma":[0.9973894,0.001409474,0.0001071458,0.00008466903,0.00003017117,0.000007210573,0.0006695423,0.000001582221,0.0003007712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08198,"threshold_uncertainty_score":0.1630057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1868518953466331,"score_gpt":0.5074012556314998,"score_spread":0.3205493602848667,"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."}}