{"id":"W4412620977","doi":"10.1097/aog.0000000000006016","title":"Canadian Management of Serous Tubal Intraepithelial Carcinoma","year":2025,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Serous fluid; Serous carcinoma; Carcinoma in situ; Interquartile range; Univariate analysis; Malignancy; Carcinoma; Internal medicine; Cancer; Multivariate analysis; Ovarian cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002242626,0.0002544823,0.0002515444,0.0007460588,0.002083166,0.0006509843,0.000763703,0.0003335286,0.002071971],"category_scores_gemma":[0.001847945,0.0001549284,0.0002193979,0.001739841,0.0004791332,0.000217561,0.0005709964,0.0004158696,0.0001916358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230442,"about_ca_system_score_gemma":0.01645541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.818315,"about_ca_topic_score_gemma":0.8908542,"domain_scores_codex":[0.9994978,0.00003312625,0.0000299259,0.00008152777,0.0001902322,0.0001674118],"domain_scores_gemma":[0.9986169,0.00006299758,0.0005102238,0.00003097183,0.0004361858,0.000342724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007721611,0.00003038842,0.9787357,0.0000743093,0.00003784191,0.00186424,0.0004162366,0.0001952431,0.0006023541,0.00007343118,0.002113885,0.01577902],"study_design_scores_gemma":[0.00001823773,0.00008014055,0.9865622,0.00011689,0.00005437962,0.007423165,0.001367878,0.0004331882,0.0003606967,0.0000532056,0.003512965,0.00001715251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876736,0.003314759,0.0001564654,0.0009025384,0.00002863677,0.00004089724,0.001037513,0.00002838099,0.006817271],"genre_scores_gemma":[0.9975333,0.001120188,0.0001954706,0.0001917522,0.00001977218,0.000007306406,0.0005874155,0.000004935433,0.0003397584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.181685,"threshold_uncertainty_score":0.36551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227638267097658,"score_gpt":0.2863033025328705,"score_spread":0.2740269198618939,"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."}}