{"id":"W1986961471","doi":"10.1097/ruq.0000000000000132","title":"ACR Appropriateness Criteria® Infertility","year":2015,"lang":"en","type":"article","venue":"Ultrasound Quarterly","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Infertility; Polycystic ovary; Endometriosis; Gynecology; Anovulation; Obstetrics; Pregnancy; Guideline; Magnetic resonance imaging; Radiology; Pathology","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":[0.005059821,0.001283562,0.002402899,0.005939622,0.001376954,0.003218904,0.002213119,0.002556649,0.0443387],"category_scores_gemma":[0.04888267,0.0004096752,0.002536502,0.005418791,0.00116052,0.001472642,0.002001756,0.003021276,0.01598078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312519,"about_ca_system_score_gemma":0.007109157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009058521,"about_ca_topic_score_gemma":0.01039755,"domain_scores_codex":[0.9815893,0.004939771,0.004408599,0.001015277,0.007188448,0.0008586122],"domain_scores_gemma":[0.9606636,0.009145379,0.007601115,0.00111267,0.01959852,0.001878634],"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":[0.0002360281,0.00007314193,0.0198099,0.004078809,0.0002213224,0.001046596,0.0002394838,0.0006686965,0.0004109358,0.009600794,0.8149776,0.1486368],"study_design_scores_gemma":[0.0003888568,0.0001969065,0.05627557,0.01129289,0.000326229,0.01012997,0.0004315741,0.001109764,0.0003032709,0.0125414,0.9068407,0.0001628005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01068099,0.1823163,0.02914142,0.06267872,0.008840797,0.0128876,0.05612236,0.002185545,0.6351462],"genre_scores_gemma":[0.3880447,0.1606119,0.09501574,0.0560929,0.01698715,0.03481833,0.1384462,0.001853836,0.1081293],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0443387,"threshold_uncertainty_score":0.1483278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05113216942914473,"score_gpt":0.322019553858082,"score_spread":0.2708873844289373,"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."}}