{"id":"W3010245686","doi":"10.1016/j.jpeds.2020.01.070","title":"Drugs to Prevent Bronchopulmonary Dysplasia: Effect of Baseline Risk on the Number Needed to Treat","year":2020,"lang":"en","type":"review","venue":"The Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Hydrocortisone; Drug; Pediatrics; Dysplasia; Internal medicine; Gestational age; Pregnancy; Pharmacology","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":[0.0008725193,0.0006766736,0.003613657,0.0007981141,0.0001039917,0.0007336176,0.001081855,0.001066297,0.004865399],"category_scores_gemma":[0.002524652,0.0002383176,0.001958058,0.0006794487,0.0002754293,0.0005606921,0.0002783389,0.002131501,0.0005929258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005763557,"about_ca_system_score_gemma":0.0006728035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405216,"about_ca_topic_score_gemma":0.002433612,"domain_scores_codex":[0.9996204,0.0001195593,0.00007775968,0.00005687869,0.0001007458,0.00002454735],"domain_scores_gemma":[0.9986054,0.00107406,0.0001980668,0.00001371441,0.00007413067,0.00003455939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001820678,0.0001673768,0.0006241612,0.08654483,0.00351526,0.0001125174,0.00003052644,0.0008696431,0.0006618789,0.00190376,0.01068033,0.893069],"study_design_scores_gemma":[0.01064734,0.00655698,0.0320492,0.2151395,0.05192195,0.004274031,0.0003600463,0.003280484,0.00238842,0.009336064,0.6638007,0.0002452476],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002476156,0.9991837,0.00006346032,0.0001252571,0.000100432,0.000005897818,0.00002848173,0.000003276737,0.0002418134],"genre_scores_gemma":[0.004361847,0.9946355,0.0002737376,0.0003060495,0.0001734777,0.00001742497,0.00005022994,0.000002000803,0.0001796891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004865399,"threshold_uncertainty_score":0.01627642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369705081348583,"score_gpt":0.395364843478623,"score_spread":0.3583943353437647,"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."}}