{"id":"W161468253","doi":"10.1016/s1701-2163(15)30996-8","title":"Are Too Many Imaging Tests Being Performed in Women With an Adnexal Mass?","year":2013,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Adnexal mass; Adnexal Diseases; Laparotomy; Radiology; Obstetrics; Referral; Logistic regression; Body mass index; Obstetrics and gynaecology; Pelvic examination; Work-up; Gynecology; Pregnancy; Laparoscopy; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006802875,0.0005300337,0.001286484,0.002842425,0.001896366,0.003356188,0.002078509,0.003895283,0.004492687],"category_scores_gemma":[0.09848981,0.0008181491,0.001115186,0.005097416,0.002185792,0.004408847,0.0009131244,0.003848451,0.0009484979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003167096,"about_ca_system_score_gemma":0.007352154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06719458,"about_ca_topic_score_gemma":0.1149574,"domain_scores_codex":[0.9904455,0.002077441,0.002202125,0.0008174206,0.002871408,0.001586118],"domain_scores_gemma":[0.9162928,0.04386424,0.01727102,0.001927215,0.01353355,0.007111115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005669325,0.000160138,0.9069391,0.0004978013,0.0002234774,0.003772856,0.0007145819,0.0003798077,0.000533651,0.0005724437,0.01431745,0.07132179],"study_design_scores_gemma":[0.0001752413,0.0006022606,0.875608,0.00528405,0.001302854,0.04258002,0.02037497,0.002471905,0.001871498,0.006341119,0.04318564,0.0002025394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6475645,0.1091039,0.00361245,0.2004098,0.00595243,0.0001230189,0.002265629,0.0002131328,0.03075523],"genre_scores_gemma":[0.9371707,0.02452784,0.004981773,0.02743223,0.004006568,0.00005305208,0.0007487015,0.0001263304,0.0009528938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06719458,"threshold_uncertainty_score":0.1336069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008083137779321365,"score_gpt":0.2212788907099937,"score_spread":0.2131957529306723,"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."}}