{"id":"W2964277394","doi":"10.1002/ppul.24432","title":"Agreement between a health claims algorithm and parent‐reported asthma in young children","year":2019,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"Institute of Nutrition, Metabolism and Diabetes; Institute of Human Development, Child and Youth Health; Danone Institute of Canada; Instituto Danone; Hospital for Sick Children; St. Michael's Hospital Foundation; Lung Health Foundation; Dairy Farmers of Ontario; St Mark's Hospital Foundation; 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; Logistic regression; Cohen's kappa; Pediatrics; Kappa; Algorithm; Demography; Internal medicine; Statistics","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":[0.02211761,0.0004514711,0.0009414582,0.003457425,0.0005817389,0.001858653,0.001312756,0.0008158176,0.001393632],"category_scores_gemma":[0.04871792,0.0003656834,0.00107881,0.002306138,0.0005116494,0.0007197751,0.001477202,0.0005505649,0.0003529391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286596,"about_ca_system_score_gemma":0.002530217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0332315,"about_ca_topic_score_gemma":0.02576557,"domain_scores_codex":[0.9794876,0.009019839,0.003524917,0.002034234,0.005316556,0.0006169378],"domain_scores_gemma":[0.9579397,0.01911922,0.01228765,0.001781939,0.008107853,0.0007636559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001736249,0.0000318786,0.9939522,0.00006529914,0.0001362495,0.00002278741,0.0001716318,0.0004645992,0.00006347463,0.00007546236,0.000493906,0.004348883],"study_design_scores_gemma":[0.00003808192,0.0001056167,0.9915037,0.00009134628,0.0001040244,0.0002120054,0.0002324357,0.006719875,0.0002708083,0.0001542247,0.0005551918,0.00001267653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848554,0.001158419,0.005469981,0.000411317,0.0000516739,0.000417251,0.003488943,0.0001259701,0.004021072],"genre_scores_gemma":[0.992751,0.0001228903,0.004855983,0.0000572384,0.00001916487,0.0001375037,0.001909211,0.000007714489,0.0001392893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0332315,"threshold_uncertainty_score":0.1169704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226272133794848,"score_gpt":0.2786380884924607,"score_spread":0.2663753671545123,"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."}}