{"id":"W3124794804","doi":"10.2196/22948","title":"Extreme Prematurity and Pulmonary Outcomes Program in Saitama: Protocol for a Prospective Multicenter Cohort Study in Japan","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Saitama Medical University; Jichi Medical University","keywords":"Bronchopulmonary dysplasia; Medicine; Gestational age; Pediatrics; Cohort; Prospective cohort study; Cohort study; Neonatal intensive care unit; Intensive care medicine; Pregnancy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0133367,0.003111818,0.002627444,0.0023907,0.0034416,0.001443355,0.002372386,0.001951376,0.01065753],"category_scores_gemma":[0.007821856,0.001509441,0.001580009,0.002668773,0.001234276,0.001691694,0.001748381,0.001854074,0.002473189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279744,"about_ca_system_score_gemma":0.01238912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312525,"about_ca_topic_score_gemma":0.008361762,"domain_scores_codex":[0.9914863,0.004029811,0.001862747,0.00122641,0.0006702064,0.0007245229],"domain_scores_gemma":[0.9947813,0.0004416771,0.001010624,0.0009931209,0.001572409,0.001200785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2122956,0.04997182,0.423113,0.02340566,0.003599299,0.00569723,0.009898565,0.007393835,0.019451,0.01132138,0.1375489,0.0963037],"study_design_scores_gemma":[0.1097366,0.03873778,0.6627295,0.00727819,0.002552344,0.002018098,0.006987549,0.009370445,0.005333796,0.004634785,0.1498938,0.0007271935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03737055,0.0005743466,0.007036885,0.0004729083,0.0003168563,0.9395171,0.01212919,0.0001148618,0.002467297],"genre_scores_gemma":[0.02442621,0.0002592624,0.007042447,0.0003609772,0.0001019571,0.9625821,0.004652529,0.0000143911,0.0005602831],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0133367,"threshold_uncertainty_score":0.07053208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3196474186459835,"score_gpt":0.610648800294973,"score_spread":0.2910013816489895,"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."}}