{"id":"W4312995735","doi":"10.26443/mjm.v20i2.340","title":"Approach to Gynecological Adnexal Masses","year":2022,"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; Differential diagnosis; Adnexal mass; Gynecology; Radiology; Gynecological Examination; Physical examination; Abscess; 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":[0.0003512148,0.0007074633,0.0005603494,0.00329589,0.001099376,0.001186549,0.0008370397,0.002258754,0.008428299],"category_scores_gemma":[0.001710355,0.0003235845,0.0007124599,0.0007811267,0.0009107313,0.001482874,0.002314419,0.004238392,0.003541652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532055,"about_ca_system_score_gemma":0.001104109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431014,"about_ca_topic_score_gemma":0.002741886,"domain_scores_codex":[0.9997568,0.00004842781,0.00002968639,0.00004110896,0.00007041992,0.00005354925],"domain_scores_gemma":[0.9995492,0.0001245837,0.00004329065,0.00002315185,0.0001246579,0.0001351812],"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":[0.0001759966,0.0002372715,0.009254703,0.003321519,0.00009819098,0.159755,0.001475146,0.001143596,0.007078747,0.01866156,0.2070783,0.5917201],"study_design_scores_gemma":[0.00003586401,0.0001488133,0.005010361,0.002055259,0.00003732195,0.4233055,0.0009835548,0.0003993511,0.000801525,0.01725366,0.5499267,0.00004210639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03076149,0.542287,0.04342327,0.1458894,0.02568099,0.0005212218,0.0004717911,0.0008140908,0.2101507],"genre_scores_gemma":[0.2008854,0.4731209,0.0404774,0.08543127,0.09641484,0.0003772456,0.0006968224,0.0002760117,0.1023202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008428299,"threshold_uncertainty_score":0.0281955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06025174985353477,"score_gpt":0.3132175678922322,"score_spread":0.2529658180386974,"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."}}