{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001536224,0.0001401873,0.0002374227,0.00004493347,0.00006554032,0.00004635342,0.00006330274,0.00009924331,0.0006751089],"category_scores_gemma":[0.0001658943,0.0001007647,0.00007949461,0.0001281631,0.00007454525,0.0001220642,0.000005914746,0.0001062667,0.0005752193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007970659,"about_ca_system_score_gemma":0.00007712658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006938109,"about_ca_topic_score_gemma":0.00001755808,"domain_scores_codex":[0.9990622,0.00005323319,0.000203436,0.0002463383,0.000192733,0.0002420318],"domain_scores_gemma":[0.9990875,0.0001049241,0.00003918664,0.0003125078,0.0001585842,0.0002973358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005848798,0.007039965,0.901911,0.0001937494,0.0006754262,0.0009569929,0.008458312,0.000002436296,0.02397799,0.004450395,0.007894149,0.04385475],"study_design_scores_gemma":[0.003282231,0.00303999,0.9766026,0.00001836221,0.0001307874,0.0001366624,0.001280492,0.00001474389,0.0004733927,0.01092246,0.003902434,0.0001958827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875095,0.00006318737,0.000467463,0.0002512375,0.0002371898,0.0002826636,0.00002527843,0.0001285896,0.01103491],"genre_scores_gemma":[0.997703,7.263241e-7,0.001014909,0.000286375,0.00005318163,0.00005267904,0.0001380484,0.00001135406,0.0007397068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07469161,"threshold_uncertainty_score":0.7393473,"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."}}