{"id":"W3147248448","doi":"10.1002/jum.15685","title":"Placenta Accreta Spectrum 2021: Roundtable Discussion","year":2021,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Obstetrics and gynaecology; General hospital; Family medicine; Gynecology; Obstetrics; Pregnancy","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":[0.003494731,0.001079874,0.001085117,0.001358421,0.002263019,0.003844423,0.001950298,0.02522495,0.03210077],"category_scores_gemma":[0.01827541,0.0006625556,0.001833856,0.0007303513,0.001276647,0.00413283,0.003933516,0.01565534,0.01276995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297211,"about_ca_system_score_gemma":0.005534966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469152,"about_ca_topic_score_gemma":0.007702135,"domain_scores_codex":[0.997915,0.0002833505,0.0002557804,0.0002603918,0.0007002444,0.0005853013],"domain_scores_gemma":[0.9899383,0.003181031,0.0008598193,0.0002806303,0.00244223,0.003298005],"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":[0.00007633214,0.0000234645,0.0005302079,0.0001390041,0.000009890023,0.001927417,0.00002794166,0.0000801093,0.0001736282,0.001065715,0.9792274,0.01671897],"study_design_scores_gemma":[0.0001212755,0.00008369239,0.002620522,0.001687523,0.00005856617,0.0038436,0.0003423438,0.000273319,0.0003170006,0.005880708,0.9847212,0.00005019836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001420014,0.006202331,0.001002742,0.707819,0.2599927,0.0001933203,0.001247682,0.000268546,0.02185358],"genre_scores_gemma":[0.01041276,0.009583484,0.002368311,0.6325909,0.3063301,0.0003118339,0.002876931,0.0001962101,0.03532932],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03210077,"threshold_uncertainty_score":0.1073878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589406563606196,"score_gpt":0.3303290011555118,"score_spread":0.3044349355194499,"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."}}