{"id":"W2055618923","doi":"10.1016/j.compmedimag.2004.05.008","title":"Imaging diagnosis of congenital uterine malformation","year":2004,"lang":"en","type":"article","venue":"Computerized Medical Imaging and Graphics","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Hysteroscopy; Infertility; Magnetic resonance imaging; Laparoscopy; Obstetrics; Hysterosalpingography; Gynecology; Uterus; Adenomyosis; Pregnancy; Radiology","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":[0.000129769,0.0001206191,0.0002605358,0.0001304354,0.000078677,0.00001922522,0.00005710569,0.00004560193,0.0001016585],"category_scores_gemma":[0.0001094277,0.00009338879,0.00008176197,0.0001673909,0.0002893898,0.0001050009,0.00007496303,0.0001517989,0.000004182499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744828,"about_ca_system_score_gemma":0.00005228496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003645945,"about_ca_topic_score_gemma":0.000001679806,"domain_scores_codex":[0.9991016,0.00001974867,0.0002733201,0.0001702206,0.0002596781,0.0001753955],"domain_scores_gemma":[0.9993858,0.00008624048,0.00006608426,0.0001286414,0.00008757467,0.0002456125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007844526,0.00145383,0.7241151,0.0004001838,0.0002959503,0.001227874,0.0003568418,0.000003411901,0.0006752184,0.0117501,0.0002779756,0.2593651],"study_design_scores_gemma":[0.01670439,0.0004064539,0.9516302,0.0006865147,0.0003025044,0.0008992078,0.0001151794,0.01115643,0.001258718,0.01217837,0.004308336,0.0003537499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979232,0.000571447,0.01507545,0.004433235,0.0001673393,0.0001654389,0.00001498655,0.00007449439,0.0002655974],"genre_scores_gemma":[0.9945027,0.0003314847,0.003712507,0.001316952,0.00003315862,0.00002132454,0.00006739955,0.000008296459,0.000006153548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2590113,"threshold_uncertainty_score":0.3808284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314040245082784,"score_gpt":0.2862468604052056,"score_spread":0.2731064579543777,"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."}}