{"id":"W3148148422","doi":"10.1002/pd.5949","title":"Interrater agreement for sonographic stomach position classification in fetal diaphragmatic hernia across the North American Fetal Therapy Network","year":2021,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Stomach; Medicine; Diaphragmatic breathing; Diaphragmatic hernia; Position (finance); Kappa; Inter-rater reliability; Radiology; Hernia; Internal medicine; Pathology; Psychology; Mathematics","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":[0.07311375,0.0003901288,0.0006821979,0.002543765,0.001067218,0.001152203,0.0010328,0.000481373,0.001055855],"category_scores_gemma":[0.1156974,0.0003416652,0.0007152669,0.001041468,0.001236901,0.001056409,0.003224337,0.0004871373,0.0003380827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009251891,"about_ca_system_score_gemma":0.001111116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004584945,"about_ca_topic_score_gemma":0.0086044,"domain_scores_codex":[0.9148104,0.05550587,0.01032366,0.005448695,0.01232709,0.001584225],"domain_scores_gemma":[0.8400475,0.08748227,0.01579276,0.01037402,0.04447392,0.001829483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006874003,0.00007316595,0.9382635,0.0004377127,0.000392908,0.0002535733,0.02631036,0.0006762542,0.002181376,0.0002889762,0.001227381,0.02920735],"study_design_scores_gemma":[0.00006556189,0.0004549244,0.9634963,0.0003921931,0.0001975284,0.0007114928,0.01708048,0.009067671,0.004382526,0.0006100207,0.003446836,0.00009437643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986325,0.000688203,0.008733505,0.0001753546,0.0001178461,0.0003065051,0.0003673369,0.00006020847,0.003226162],"genre_scores_gemma":[0.9941009,0.000160895,0.004755096,0.00004552722,0.00003506207,0.000293826,0.0002347962,0.00002187243,0.000352004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07311375,"threshold_uncertainty_score":0.3866671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058033060215104,"score_gpt":0.3093680118141996,"score_spread":0.2787876812120486,"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."}}