{"id":"W4393979880","doi":"10.5114/pcard.2023.137869","title":"Prenatal diagnosis of right-sided congenital diaphragmatic hernia","year":2023,"lang":"en","type":"article","venue":"Prenatal Cardiology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Congenital diaphragmatic hernia; Medicine; Prenatal diagnosis; Neonatology; Diaphragmatic hernia; Diaphragmatic breathing; Cardiac surgery; Hernia; Surgery; General surgery; Pregnancy; Fetus; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000399236,0.0003414737,0.001223077,0.0003553223,0.0000873976,0.00001183144,0.0002365584,0.0002225418,0.0003225468],"category_scores_gemma":[0.001835145,0.0002868638,0.0004548325,0.0005790583,0.0004112469,0.0001138284,0.0004117198,0.0002894557,0.0008958536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000699641,"about_ca_system_score_gemma":0.0001040187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007572809,"about_ca_topic_score_gemma":0.00004941495,"domain_scores_codex":[0.9975667,0.0001853727,0.0006867244,0.0004970308,0.0004342694,0.0006298957],"domain_scores_gemma":[0.9976023,0.001174588,0.0001584757,0.000637868,0.0002083282,0.0002184206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009935551,0.0003993878,0.9154575,0.004802183,0.00903917,0.005496677,0.00342667,0.0001556283,0.003960466,0.00151715,0.01803976,0.03671182],"study_design_scores_gemma":[0.005880836,0.0009875947,0.9535347,0.000702459,0.001500508,0.001404769,0.0008915783,0.0007841212,0.02709385,0.002058008,0.004294214,0.0008673248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982622,0.001582426,0.00003650087,0.0004841753,0.000528162,0.0008533366,0.00033758,0.0003568348,0.01319894],"genre_scores_gemma":[0.9977935,0.0002783898,0.0001783356,0.0001008094,0.0002531979,0.0004816652,0.0002292633,0.00005442489,0.0006304464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03807721,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998843835945627,"score_gpt":0.275897875171234,"score_spread":0.2559094368117777,"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."}}