{"id":"W4388915537","doi":"10.1016/j.pmedr.2023.102525","title":"Developmental health of Canadian kindergarten children with teacher-reported asthma between 2010 and 2015: A population-level cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; Learning Partnership; Manitoba Health; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Cross-sectional study; Asthma; Medicine; Environmental health; Population; Pediatrics; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087553,0.000239353,0.0006034398,0.0008809212,0.0002295263,0.00001168553,0.00004874681,0.00008130771,0.000168954],"category_scores_gemma":[0.0002825099,0.0001727225,0.00005828533,0.0008345641,0.0002040674,0.00009983835,0.0000479329,0.0002176985,0.000004148079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176038,"about_ca_system_score_gemma":0.001184157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09473582,"about_ca_topic_score_gemma":0.03017065,"domain_scores_codex":[0.9972787,0.0001031607,0.0009789241,0.0005321655,0.0007450975,0.0003619708],"domain_scores_gemma":[0.9982411,0.00003821636,0.0005913898,0.0002257226,0.0002461329,0.0006574298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004169739,0.000137425,0.992439,0.00004520727,0.0004663267,0.0004877728,0.0004294866,0.000002718203,0.00002005861,8.843663e-7,0.001757877,0.004171556],"study_design_scores_gemma":[0.001534872,0.0008875509,0.9950195,0.0001669084,0.0001068072,0.001124753,0.0004522181,0.000002941754,0.0000107989,0.00002095845,0.0005183646,0.0001543246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972526,0.0002287768,0.00003523863,0.0005607348,0.0001297162,0.001447707,0.00003849678,0.00007009009,0.0002366306],"genre_scores_gemma":[0.9966758,0.000009483308,0.0001200147,0.00006154712,0.0002600828,0.00004798931,0.0005979557,0.0000347819,0.002192377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06456517,"threshold_uncertainty_score":0.9875262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05208702814298288,"score_gpt":0.3467181805685271,"score_spread":0.2946311524255442,"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."}}