{"id":"W2066414956","doi":"10.1002/ppul.21010","title":"Predictors of major intervention in infants with bronchiolitis","year":2009,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Bronchiolitis; Respiratory distress; Wheeze; Apnea; Oxygen saturation; Prospective cohort study; Emergency department; Pediatrics; Cohort; Internal medicine; Respiratory system; Anesthesia; Oxygen","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":[0.0005295125,0.0003188526,0.0003491036,0.0004485924,0.0003139258,0.0005522051,0.0003829766,0.0005972238,0.001243342],"category_scores_gemma":[0.004790425,0.0002353981,0.0003918421,0.00042545,0.0003683187,0.0002743663,0.0005410719,0.001140517,0.0001311148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764717,"about_ca_system_score_gemma":0.0004373671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733702,"about_ca_topic_score_gemma":0.001471799,"domain_scores_codex":[0.9994344,0.0001421366,0.00006930693,0.00008829276,0.0001083741,0.0001573453],"domain_scores_gemma":[0.9965302,0.000860855,0.001648203,0.00007429648,0.0001946261,0.0006918771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005183743,0.00001620736,0.9993043,0.000004567956,0.000007731171,0.0001178567,0.00001507152,0.0000156008,0.00006854702,0.000005086406,0.00003308101,0.0003600141],"study_design_scores_gemma":[0.00000429016,0.000094658,0.9987864,0.000008067766,0.000008533817,0.0007620589,0.00008250409,0.0001333755,0.00006113847,0.000008260931,0.00004907094,0.000001660235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993528,0.0003088971,0.00003289032,0.00006439715,0.000005726358,0.000004898495,0.00006122894,0.000002947148,0.0001663461],"genre_scores_gemma":[0.9996912,0.00008037272,0.00005390327,0.0000170965,0.00001304755,0.00000588217,0.0001064556,0.000001088138,0.00003103231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001733702,"threshold_uncertainty_score":0.004159451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464120397252767,"score_gpt":0.3139379304080872,"score_spread":0.2992967264355595,"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."}}