{"id":"W2950001216","doi":"10.1089/ped.2019.1043","title":"Emerging Therapies in the Treatment of Early Childhood Wheeze","year":2019,"lang":"en","type":"article","venue":"Pediatric Allergy Immunology and Pulmonology","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wheeze; Medicine; Azithromycin; Asthma; Early childhood; Pediatrics; Respiratory tract infections; Immunology; Respiratory sounds; Respiratory system; Internal medicine; Antibiotics; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363707,0.0001985073,0.0004442095,0.0002927509,0.0002905214,0.000002745045,0.0002448351,0.0004157762,0.0003501598],"category_scores_gemma":[0.00005100283,0.0001277211,0.00007291071,0.0003172873,0.0001150433,0.00006846261,0.00004610166,0.0004025863,0.0001657918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004351911,"about_ca_system_score_gemma":0.0003925981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000557735,"about_ca_topic_score_gemma":0.00007524482,"domain_scores_codex":[0.9973438,0.001005426,0.0006070032,0.0003041987,0.00009119969,0.0006483475],"domain_scores_gemma":[0.998268,0.0009790135,0.0002774046,0.0003699352,0.00004640183,0.0000592095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002400072,0.0004467796,0.9707826,0.00005607533,0.00009068162,0.00001309643,0.01266154,0.000002677523,0.00002321368,0.001486882,0.0001742834,0.0140221],"study_design_scores_gemma":[0.001761054,0.001098397,0.9413183,0.00000504625,0.00002818655,0.000005025859,0.003560757,0.000002518795,0.000001076764,0.0006983486,0.05140398,0.0001172843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419546,0.05418889,0.000003090478,0.001151574,0.0005230206,0.0006526717,0.00001158563,0.00003160847,0.001483031],"genre_scores_gemma":[0.9448729,0.05353237,0.00001799992,0.000709011,0.0003923497,0.0001811434,0.00001005476,0.00001375746,0.0002704701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0512297,"threshold_uncertainty_score":0.5208314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877534231187376,"score_gpt":0.3229840259959207,"score_spread":0.304208683684047,"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."}}