{"id":"W3185979054","doi":"10.26443/mjm.v20i1.340","title":"Approach to Gynecological Adnexal Masses","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Malignancy; Medical diagnosis; Adnexal mass; Differential diagnosis; Gynecology; Radiology; Gynecological Examination; Abscess; Physical examination; Clinical history; Medical history; General surgery; Pathology; Surgery","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":[0.0003511387,0.0007023792,0.0005579702,0.003294847,0.001097947,0.00118093,0.0008377798,0.002239772,0.008418911],"category_scores_gemma":[0.001717654,0.000322046,0.0007089238,0.0007806679,0.000912932,0.00147073,0.00230601,0.004219788,0.003526655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545523,"about_ca_system_score_gemma":0.001107871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449727,"about_ca_topic_score_gemma":0.002784905,"domain_scores_codex":[0.999757,0.00004854152,0.00002968478,0.000040897,0.00007043814,0.00005350404],"domain_scores_gemma":[0.9995452,0.0001264539,0.00004374633,0.00002319423,0.0001252444,0.0001361596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001748323,0.0002357011,0.009281185,0.003323704,0.00009741531,0.1578846,0.001473965,0.001134792,0.00699018,0.01863622,0.2083965,0.5923709],"study_design_scores_gemma":[0.00003560894,0.0001483806,0.005054853,0.002065205,0.00003722252,0.4191362,0.0009787329,0.0003942921,0.0007943656,0.01722251,0.5540907,0.00004196471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03052211,0.5428959,0.04255554,0.1467981,0.02567238,0.0005165753,0.0004683553,0.0008021235,0.2097689],"genre_scores_gemma":[0.199327,0.4756159,0.03977772,0.08546792,0.09647474,0.0003733597,0.0006915512,0.0002720649,0.1019997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008418911,"threshold_uncertainty_score":0.02816409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06516208766605704,"score_gpt":0.3255869277992748,"score_spread":0.2604248401332178,"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."}}