{"id":"W1974922993","doi":"10.1002/ppul.10312","title":"Childhood wheezing syndromes and healthcare data","year":2003,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health; University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Asthma; Bronchitis; Health care; Pediatrics; Cohort; Allergy; Population; Cohort study; Intensive care medicine; Environmental health; Internal medicine; Immunology","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":[0.001798887,0.0001877024,0.0002883248,0.002712953,0.0003196342,0.0007704463,0.0004931291,0.0004032858,0.003327178],"category_scores_gemma":[0.01852754,0.0002220506,0.0003012389,0.006356055,0.0001548367,0.0005012462,0.0006750115,0.0004336798,0.000424689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355993,"about_ca_system_score_gemma":0.001531775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04203342,"about_ca_topic_score_gemma":0.03894581,"domain_scores_codex":[0.9965944,0.001037309,0.000953902,0.0003171474,0.0008455412,0.0002517612],"domain_scores_gemma":[0.9852729,0.004661862,0.007030651,0.001034702,0.00144274,0.0005571516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008592676,0.0000219731,0.9865675,0.0001291637,0.00006444104,0.0000967345,0.0001342257,0.0004521655,0.00005974584,0.0005122883,0.002828042,0.00904774],"study_design_scores_gemma":[0.00001765118,0.00005353537,0.9861304,0.0001088564,0.00003704925,0.0004597586,0.0002723634,0.00126384,0.0002841579,0.00030407,0.01105611,0.00001216002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7482318,0.003111728,0.002671138,0.001537815,0.00005486253,0.0002968713,0.2314756,0.0001146683,0.01250555],"genre_scores_gemma":[0.8987992,0.001193395,0.00355484,0.0002302302,0.00003948108,0.0004441846,0.09459126,0.00001950917,0.001127875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04203342,"threshold_uncertainty_score":0.08357757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049427037642878,"score_gpt":0.2936290138613412,"score_spread":0.2631347434849124,"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."}}