{"id":"W2770112490","doi":"10.1016/j.jpeds.2017.08.006","title":"Chronic Pulmonary Insufficiency of Prematurity: Developing Optimal Endpoints for Drug Development","year":2017,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Canada; Universität Ulm; Universität Zürich; U.S. Food and Drug Administration; Università degli Studi di Siena; National Association of Neonatal Nurses","keywords":"Medicine; Bronchopulmonary dysplasia; Pediatrics; Respiratory distress; Pulmonary insufficiency; Low birth weight; Mechanical ventilation; Intensive care medicine; Gestational age; Internal medicine; Pregnancy; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003528806,0.000121541,0.0003466793,0.0002238851,0.0004120842,0.00002188578,0.0006654942,0.0000688177,0.00001308679],"category_scores_gemma":[0.001924841,0.00007859489,0.00009267862,0.0001271987,0.0001236777,0.0001736023,0.0002060124,0.0004759761,0.000006547742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785484,"about_ca_system_score_gemma":0.004692861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006318431,"about_ca_topic_score_gemma":0.000005416413,"domain_scores_codex":[0.9978682,0.00006960426,0.0007421252,0.0001020215,0.0008585733,0.0003595164],"domain_scores_gemma":[0.9972466,0.0004574882,0.0009784551,0.0003831549,0.0007407579,0.0001935629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009854031,0.002549569,0.03273162,0.0410684,0.0002227516,0.0008172169,0.008206843,0.0003100158,0.01598943,0.001068752,0.005418467,0.8817629],"study_design_scores_gemma":[0.01811063,0.01088141,0.5069149,0.003103612,0.001415469,0.003413238,0.002043537,0.001207471,0.1832241,0.001425299,0.2668014,0.001458937],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796332,0.01396033,0.003008008,0.00208767,0.0003726903,0.0006131539,0.000006319852,0.000006559209,0.0003120983],"genre_scores_gemma":[0.9796868,0.003051936,0.01547456,0.0001014239,0.001325084,0.000006325985,0.000001274884,0.00002729748,0.0003252761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.880304,"threshold_uncertainty_score":0.8324934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06080340749597329,"score_gpt":0.3799385434344398,"score_spread":0.3191351359384665,"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."}}