{"id":"W2061945206","doi":"10.1097/pgp.0b013e31822ea955","title":"Frequency of Serous Tubal Intraepithelial Carcinoma in Various Gynecologic Malignancies","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Serous carcinoma; Medicine; Serous fluid; Pathology; Fallopian tube; Carcinoma; Ovarian carcinoma; Gynecology; Internal medicine; Ovarian cancer; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006631773,0.0001075808,0.0002152373,0.002077963,0.0003471376,0.0004231441,0.000317748,0.0004431367,0.0009509121],"category_scores_gemma":[0.003948991,0.0001722723,0.0001876308,0.001448341,0.0004361024,0.0003976103,0.0003872946,0.0002054793,0.0001771999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271842,"about_ca_system_score_gemma":0.0001811958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620608,"about_ca_topic_score_gemma":0.002341895,"domain_scores_codex":[0.9995166,0.0001367117,0.00007835716,0.00008024564,0.0001211765,0.00006691749],"domain_scores_gemma":[0.9978924,0.0006266263,0.000904141,0.000178957,0.0001932689,0.0002045286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005074257,0.00000512383,0.9968674,0.00001203885,0.00000913561,0.000284774,0.00005095113,0.00002885179,0.0003821885,0.00001651424,0.00005073362,0.00224153],"study_design_scores_gemma":[0.000002468109,0.00003392342,0.9963625,0.000008036154,0.00001296468,0.002844872,0.0001041454,0.0001315682,0.000223517,0.00002307315,0.000250041,0.00000292527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974136,0.001424283,0.0001043902,0.00003759988,0.000006483546,0.000007813373,0.0001862118,0.00001024342,0.0008093871],"genre_scores_gemma":[0.9992274,0.0004247607,0.0001157365,0.00001331527,0.00001346043,0.000005290087,0.0001409666,0.000001703386,0.00005739119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002077963,"threshold_uncertainty_score":0.003507257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188912222781444,"score_gpt":0.2937841574317159,"score_spread":0.2718950352039015,"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."}}