{"id":"W7027487616","doi":"","title":"The Co-OPT international birth cohort to study the effects of antenatal corticosteroids","year":2022,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Pregnancy; Cohort study; Nova scotia; Record linkage; Longitudinal data","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00396998,0.0005526617,0.0005476071,0.001597372,0.0006860802,0.0008943634,0.0009712207,0.0007854107,0.003975635],"category_scores_gemma":[0.009835357,0.000427799,0.001267547,0.002505328,0.0001869336,0.0005173198,0.001660389,0.0009787211,0.0008823011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008896239,"about_ca_system_score_gemma":0.001697819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05313489,"about_ca_topic_score_gemma":0.0645805,"domain_scores_codex":[0.99828,0.0004833299,0.0002314207,0.0003144382,0.0004242339,0.0002664533],"domain_scores_gemma":[0.9949402,0.0007621986,0.001489779,0.001354356,0.000840129,0.0006134224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004825333,0.00004844392,0.9834912,0.0001326318,0.0004337103,0.0001286733,0.0001258791,0.0001265342,0.0001867315,0.0002586122,0.01079378,0.003791101],"study_design_scores_gemma":[0.0001282212,0.0001564203,0.9932305,0.0001554562,0.0003455001,0.000265934,0.0001527075,0.0002938393,0.0001042394,0.00008258704,0.005072571,0.00001199353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.795176,0.002615346,0.004168515,0.001897143,0.0004176919,0.001000367,0.1879998,0.0001189834,0.006606174],"genre_scores_gemma":[0.8873177,0.001360573,0.006613453,0.00151356,0.0002280069,0.002078848,0.09686089,0.0001089815,0.003918059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05313489,"threshold_uncertainty_score":0.1056512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00990129406661706,"score_gpt":0.2857483994055745,"score_spread":0.2758471053389575,"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."}}