{"id":"W3022851871","doi":"10.1016/j.jacr.2020.01.018","title":"ACR Appropriateness Criteria® Female Infertility","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; McMaster University; Health Sciences Centre; McGill University","funders":"","keywords":"Infertility; Appropriateness criteria; Medicine; Gynecology; Obstetrics; Pregnancy; Radiology; Biology","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":[0.001780961,0.0007593543,0.00120897,0.004633741,0.0009186057,0.001518733,0.0007378908,0.001236183,0.02118783],"category_scores_gemma":[0.01610012,0.0002326216,0.001131187,0.002729337,0.0007117664,0.0005709667,0.0009676758,0.001565424,0.005887666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008762459,"about_ca_system_score_gemma":0.00274679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004170254,"about_ca_topic_score_gemma":0.00613428,"domain_scores_codex":[0.9961821,0.001065421,0.0008271664,0.0002117056,0.001410281,0.0003032592],"domain_scores_gemma":[0.9901884,0.002399615,0.002610409,0.0003797478,0.00353842,0.0008833489],"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":[0.0005210147,0.00007385903,0.09306605,0.001614154,0.0001954627,0.005033181,0.0001306468,0.0007648712,0.001497216,0.006809932,0.6778094,0.2124842],"study_design_scores_gemma":[0.0003917975,0.0002619092,0.2688175,0.00461184,0.0003172097,0.04368802,0.00033168,0.002100627,0.001136738,0.007747617,0.6704918,0.0001032957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04317878,0.1609117,0.02343258,0.05968042,0.01406116,0.002647176,0.02259635,0.002246729,0.6712451],"genre_scores_gemma":[0.6883444,0.08372255,0.04071767,0.03273593,0.02420715,0.003279875,0.04949386,0.001202201,0.07629634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02118783,"threshold_uncertainty_score":0.07088029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329295324278864,"score_gpt":0.3036882981525047,"score_spread":0.2707587657246183,"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."}}