{"id":"W2403997533","doi":"10.1542/peds.2015-4496","title":"Preventing Exacerbations in Preschoolers With Recurrent Wheeze: A Meta-analysis","year":2016,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Montelukast; Wheeze; Placebo; Number needed to treat; Asthma; Confidence interval; Pediatrics; Randomized controlled trial; Relative risk; Subgroup analysis; Internal medicine; Population","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":[0.01078458,0.002678017,0.01963898,0.004269447,0.0005746651,0.002896207,0.001936472,0.002282189,0.003620574],"category_scores_gemma":[0.01885653,0.001342934,0.04291513,0.00395162,0.0005188603,0.001497178,0.001149765,0.002147093,0.000294223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376808,"about_ca_system_score_gemma":0.002091555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008289779,"about_ca_topic_score_gemma":0.01592954,"domain_scores_codex":[0.9939588,0.003021435,0.001545996,0.0006883142,0.000540994,0.000244309],"domain_scores_gemma":[0.9905566,0.006578905,0.001725109,0.0003350884,0.0005980808,0.0002062238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008325137,0.00005740951,0.002634777,0.1451168,0.8344987,0.0001415782,0.00005818537,0.0004984204,0.0002597984,0.00005647523,0.000366203,0.007986524],"study_design_scores_gemma":[0.002251648,0.0004015559,0.003256277,0.008793775,0.9841793,0.00008288457,0.00003342197,0.0001383974,0.0000818816,0.00009118294,0.0006726628,0.00001693207],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0128576,0.9853367,0.0003672586,0.0001991122,0.0002083327,0.0003303501,0.0004000177,0.00003303109,0.0002676875],"genre_scores_gemma":[0.3820785,0.6110183,0.002704789,0.001116877,0.0003560275,0.001133052,0.001023895,0.00004049096,0.0005280214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01963898,"threshold_uncertainty_score":0.05703497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422102992633365,"score_gpt":0.3623433714301753,"score_spread":0.2781223415038416,"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."}}