{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068741,0.0007098051,0.0008194494,0.002141055,0.003339433,0.001695494,0.002329187,0.0008414424,0.002008912],"category_scores_gemma":[0.002483642,0.0008098477,0.001141048,0.005554859,0.0007738412,0.0006729461,0.001310678,0.001392704,0.0004604628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02613056,"about_ca_system_score_gemma":0.02271716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915758,"about_ca_topic_score_gemma":0.995068,"domain_scores_codex":[0.9983608,0.00007260533,0.0001177562,0.0003216404,0.0006799199,0.000447249],"domain_scores_gemma":[0.9978797,0.00007947736,0.0003940992,0.00009749579,0.001151649,0.0003975744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003087283,0.00004093857,0.995499,0.00006582218,0.00007721563,0.00006023626,0.0007802169,0.00005299543,0.00007549256,0.0000479973,0.001470982,0.001798276],"study_design_scores_gemma":[0.000003727889,0.00001657406,0.9981847,0.00003377422,0.00002577169,0.00004122753,0.0009327855,0.00006125258,0.00002229393,0.000005756478,0.0006635476,0.000008564686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752876,0.001183227,0.0001396864,0.0003672173,0.00003097629,0.0001393796,0.02009015,0.00002585023,0.002735972],"genre_scores_gemma":[0.989265,0.001054611,0.0003082034,0.0001876829,0.00001229283,0.0000992277,0.008324171,0.000008263627,0.0007405697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02613056,"threshold_uncertainty_score":0.1895913,"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."}}