{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002237613,0.0001889893,0.000526909,0.000344474,0.0000483342,0.00000917719,0.00008132723,0.0001558902,0.0001337399],"category_scores_gemma":[0.00002685888,0.0001638297,0.00006610216,0.0003066707,0.00004731266,0.00005471551,0.00008892416,0.000265392,0.0001359821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009454699,"about_ca_system_score_gemma":0.0002836316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003372812,"about_ca_topic_score_gemma":0.00003021966,"domain_scores_codex":[0.9982684,0.00009274965,0.0005092267,0.000458044,0.0001957548,0.0004758443],"domain_scores_gemma":[0.9991506,0.0000405583,0.0002057206,0.0002942788,0.00003476256,0.000274118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002675626,0.0001273651,0.9324816,0.00004740822,0.00003123831,0.00005367798,0.00007445682,0.00000102706,0.000004305818,0.000006156264,0.0003546848,0.0667913],"study_design_scores_gemma":[0.001699686,0.0005557721,0.9963632,0.00001271301,0.00005891153,0.0001473688,0.00007528779,0.00007157357,0.000003514877,0.00006428357,0.0008002857,0.0001474649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938682,0.003908392,0.0001321015,0.0007756125,0.0001895637,0.0007400761,0.00003119788,0.00005321536,0.000301615],"genre_scores_gemma":[0.9975278,0.0007596797,0.0003608852,0.0003360221,0.0006055644,0.00002668585,0.0001342382,0.00002002259,0.0002290874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06664383,"threshold_uncertainty_score":0.6680779,"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."}}