{"id":"W2313722541","doi":"10.1097/ruq.0b013e31824bfc06","title":"ACR Appropriateness Criteria® Multiple Gestations","year":2012,"lang":"en","type":"article","venue":"Ultrasound Quarterly","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gestation; Obstetrics; Oligohydramnios; Nonstress test; Intrauterine growth restriction; Umbilical cord; Pregnancy; Umbilical artery; Guideline; Fetal heart rate","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":[],"consensus_categories":[],"category_scores_codex":[0.0002062238,0.0001696176,0.0002362729,0.0001100211,0.0001672774,0.00001632731,0.00009360292,0.000190789,0.0003044865],"category_scores_gemma":[0.0002558662,0.0001424092,0.00008990962,0.000217858,0.0001820115,0.0002759164,0.000007893426,0.0002726106,0.0003770231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004166298,"about_ca_system_score_gemma":0.00003446674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001725227,"about_ca_topic_score_gemma":0.000004223464,"domain_scores_codex":[0.9988526,0.00005355558,0.0002297531,0.0002913093,0.000149159,0.0004236629],"domain_scores_gemma":[0.9989623,0.0001658744,0.00007206521,0.0005479905,0.0001058372,0.0001459274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923179,0.002720586,0.6188807,0.0002737239,0.0004844452,0.00006663559,0.02271281,6.706015e-7,0.2631924,0.0108436,0.003075561,0.07745652],"study_design_scores_gemma":[0.002307675,0.0008450582,0.9545024,0.0001394933,0.0003099872,0.001908809,0.007671207,0.00001497863,0.01379432,0.002554199,0.01544365,0.0005082372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858097,0.000808079,0.004926214,0.0006170956,0.0007543485,0.0004051256,0.0000165012,0.0004144106,0.00624857],"genre_scores_gemma":[0.9934456,0.00001221381,0.004890363,0.0001361186,0.0003940256,0.00008173208,0.00006872723,0.00002391444,0.0009473565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3356216,"threshold_uncertainty_score":0.5807278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017158526397975,"score_gpt":0.2889395100703819,"score_spread":0.2687679248064022,"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."}}