{"id":"W2910570412","doi":"10.1002/pd.5413","title":"Reproducibility of fetal lung‐to‐head ratio in left diaphragmatic hernia across the <scp>N</scp>orth <scp>A</scp>merican <scp>F</scp>etal <scp>T</scp>herapy <scp>N</scp>etwork (NAFTNet)","year":2019,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Intraclass correlation; Congenital diaphragmatic hernia; Medicine; Diaphragmatic breathing; Nuclear medicine; Diaphragmatic hernia; Reproducibility; Lung; Coefficient of variation; Neonatology; Fetus; Hernia; Internal medicine; Surgery; Chemistry; Pathology; Pregnancy; Biology","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":[0.02329675,0.0003075419,0.0003907115,0.001406825,0.0004764616,0.000916673,0.0005954434,0.0004026074,0.0006827718],"category_scores_gemma":[0.06516393,0.0003155419,0.0003462031,0.0005678253,0.0007790108,0.0005113452,0.0014787,0.0002573865,0.0003481618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808433,"about_ca_system_score_gemma":0.0004530464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00345894,"about_ca_topic_score_gemma":0.005550838,"domain_scores_codex":[0.9824412,0.008696524,0.001973958,0.003238291,0.003258232,0.0003916908],"domain_scores_gemma":[0.9338623,0.03260827,0.00901481,0.0076642,0.01573128,0.001119173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003417552,0.00001808418,0.9755857,0.0001010594,0.0001953371,0.00009818812,0.002357923,0.0003903604,0.003061576,0.00007262031,0.0002527464,0.01752469],"study_design_scores_gemma":[0.00001520366,0.000170506,0.9901978,0.00005449087,0.00009689769,0.0006465557,0.001295442,0.002447901,0.004334302,0.00009929692,0.0006195384,0.00002205861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991659,0.0005662711,0.005937548,0.00003438356,0.00004590246,0.00005399407,0.0001957264,0.00005999487,0.001447272],"genre_scores_gemma":[0.9976197,0.00005201708,0.002020382,0.00001385239,0.0000106379,0.00002778664,0.00009739039,0.0000184464,0.0001397915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02329675,"threshold_uncertainty_score":0.1232065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561223962196423,"score_gpt":0.289184575755851,"score_spread":0.2735723361338868,"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."}}