{"id":"W3161140829","doi":"10.1097/fm9.0000000000000106","title":"Confirming the Diagnosis and Classifying Placenta Accreta Spectrum (PAS) Disorders: Minutes of 2020 Online International Workshop on PAS in Beijing","year":2021,"lang":"en","type":"article","venue":"Maternal-Fetal Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placenta accreta; Placenta; Medicine; Obstetrics; Placenta Diseases; Placenta Percreta; Hysterectomy; Gynecology; Pregnancy; Pathology; Fetus; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002859723,0.0002527556,0.0005518927,0.0001547728,0.00006696761,0.00002362953,0.0001957642,0.000100772,0.0006857372],"category_scores_gemma":[0.0003052784,0.0001637874,0.00007480423,0.0002578313,0.0002048181,0.00008580643,0.0001804511,0.0004523294,0.000006813315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007873977,"about_ca_system_score_gemma":0.00004767585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006484429,"about_ca_topic_score_gemma":0.002116495,"domain_scores_codex":[0.9979753,0.00008496541,0.0006502083,0.0003935445,0.0005656636,0.0003302783],"domain_scores_gemma":[0.9988835,0.0003880239,0.0002052153,0.0002852987,0.0000708166,0.0001671676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006168998,0.000271586,0.9254169,0.0007272557,0.0001343885,0.0006311178,0.0007195515,0.000008604703,0.001889545,0.0004213243,0.0002480283,0.06891482],"study_design_scores_gemma":[0.005538076,0.0006242857,0.9522872,0.01151986,0.0001694973,0.00045772,0.005269021,0.002831545,0.005773278,0.0005927052,0.01460814,0.0003286869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101592,0.003116108,0.00002802363,0.08379489,0.0007312286,0.0003042128,0.00004167049,0.00002603832,0.001798652],"genre_scores_gemma":[0.9908797,0.004319731,0.0001289283,0.00247874,0.0006720461,0.00002524526,0.0000889847,0.00002942664,0.001377164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08131615,"threshold_uncertainty_score":0.7508341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778092445846992,"score_gpt":0.3304597901436896,"score_spread":0.2726788656852197,"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."}}