{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005271636,0.00106145,0.0009827333,0.002284955,0.001622366,0.001588689,0.001491944,0.003375574,0.02779948],"category_scores_gemma":[0.01073892,0.0006084368,0.0009929541,0.0005972081,0.0007917016,0.002635547,0.005384833,0.004371535,0.01052893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568756,"about_ca_system_score_gemma":0.004853314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008401537,"about_ca_topic_score_gemma":0.008786045,"domain_scores_codex":[0.9980589,0.000698548,0.0002666721,0.0002231014,0.0003588535,0.0003939576],"domain_scores_gemma":[0.9951956,0.000545039,0.0002137347,0.0001685763,0.001777973,0.002099025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001093954,0.0001439629,0.01018513,0.0005476539,0.00002470932,0.004148904,0.0008339754,0.0002439181,0.001016681,0.001297807,0.7903441,0.1911037],"study_design_scores_gemma":[0.00007201469,0.0003036107,0.04027939,0.003504265,0.00004835594,0.009561402,0.004389422,0.0007615003,0.0007940326,0.009274355,0.9308915,0.0001202562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0264428,0.06898438,0.01956467,0.7131026,0.07364852,0.002776045,0.003754331,0.001787341,0.08993937],"genre_scores_gemma":[0.2445624,0.1475351,0.07081652,0.2556565,0.06149685,0.005030032,0.01982148,0.001416774,0.1936643],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02779948,"threshold_uncertainty_score":0.09299856,"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."}}