{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.007388748,0.003351295,0.005686316,0.001138991,0.001100383,0.000734018,0.003292073,0.001317117,0.0001513358],"category_scores_gemma":[0.08686674,0.002884426,0.002204604,0.00461386,0.002091035,0.001598402,0.002864988,0.003443795,0.001887939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171928,"about_ca_system_score_gemma":0.001023519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125836,"about_ca_topic_score_gemma":0.005434142,"domain_scores_codex":[0.9763091,0.002005626,0.005293813,0.006692525,0.004391619,0.005307326],"domain_scores_gemma":[0.9459487,0.03895231,0.00254084,0.009031337,0.00149113,0.00203567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004479277,0.003581092,0.8500518,0.003265435,0.002926931,0.0003815425,0.05784862,0.0009661537,0.00191442,0.000115042,0.07075753,0.008146639],"study_design_scores_gemma":[0.00806995,0.002159296,0.8563728,0.002635838,0.001489244,0.0002873192,0.02862945,0.00263011,0.01758371,0.0006083425,0.07912713,0.0004067726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517038,0.01655406,0.0002107446,0.0006759759,0.002260238,0.01064734,0.00159439,0.0009244979,0.01542894],"genre_scores_gemma":[0.9747217,0.003272916,0.0009845936,0.001921746,0.001507633,0.003258112,0.0007271678,0.000718585,0.01288755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.079478,"threshold_uncertainty_score":0.9999794,"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."}}