{"id":"W3208544810","doi":"10.1093/pch/pxab061.005","title":"9 The Burden of Bronchopulmonary Dysplasia and Pulmonary Vascular Disease in Premature Infants","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Ductus arteriosus; Gestational age; Birth weight; Cardiology; Cohort; Internal medicine; Pediatrics; Mechanical ventilation; Pulmonary hypertension; Pregnancy","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":[0.0007813661,0.0001899953,0.0003277046,0.001528108,0.0003642919,0.0008632129,0.000425664,0.0006652492,0.00495242],"category_scores_gemma":[0.002807856,0.0001992359,0.0003925335,0.001711909,0.0002159764,0.0004270153,0.0009792616,0.0006122021,0.0005838839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003680185,"about_ca_system_score_gemma":0.0006755621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004187287,"about_ca_topic_score_gemma":0.003899106,"domain_scores_codex":[0.9991504,0.0002522,0.0001092557,0.0001763199,0.0001818572,0.0001299739],"domain_scores_gemma":[0.9978577,0.0002717113,0.001045306,0.00008649931,0.000232158,0.0005065927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005994761,0.00001718745,0.9824609,0.0001584918,0.00007549811,0.0005105177,0.00007812627,0.00003504368,0.0002143629,0.0002503615,0.002277457,0.01386205],"study_design_scores_gemma":[0.000002554724,0.00003238527,0.9967903,0.0001453309,0.00001873156,0.001352386,0.0001540054,0.00008478548,0.00002068355,0.00008098454,0.001314212,0.000003546112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549607,0.02725676,0.0003217642,0.003549437,0.0003289702,0.00003208399,0.007923423,0.0000331272,0.005593645],"genre_scores_gemma":[0.9781191,0.01618189,0.0004304585,0.0002697424,0.0007358938,0.00004576165,0.003549005,0.000009316907,0.0006588123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00495242,"threshold_uncertainty_score":0.01656753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007218222183062277,"score_gpt":0.2585344459642658,"score_spread":0.2513162237812036,"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."}}