{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01008127,0.00146519,0.002800036,0.007032796,0.001882719,0.00329189,0.003066908,0.003800383,0.01294568],"category_scores_gemma":[0.07237592,0.0005534255,0.003323909,0.00576256,0.001755599,0.001474895,0.002400328,0.003681871,0.005832684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003488803,"about_ca_system_score_gemma":0.009590814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008919608,"about_ca_topic_score_gemma":0.01097355,"domain_scores_codex":[0.9574918,0.01460372,0.01064067,0.001254179,0.01434009,0.001669472],"domain_scores_gemma":[0.9167861,0.02207701,0.01162466,0.002165139,0.04309886,0.004248263],"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":[0.0006059317,0.0001664621,0.04739504,0.005218305,0.0003103261,0.004301196,0.0008023762,0.002181452,0.001972973,0.02100838,0.726113,0.1899245],"study_design_scores_gemma":[0.0004575944,0.0003854395,0.09836832,0.01134565,0.0004841346,0.02468171,0.001231422,0.005109693,0.001361077,0.02130423,0.8349301,0.0003406733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0333304,0.1610372,0.1042322,0.1060165,0.0142938,0.01934226,0.03102259,0.002867752,0.5278572],"genre_scores_gemma":[0.4997987,0.06188213,0.2797338,0.03112947,0.009196208,0.02897301,0.04530878,0.001188677,0.04278922],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01294568,"threshold_uncertainty_score":0.05331552,"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."}}