{"id":"W2610391635","doi":"10.1111/his.13248","title":"High‐grade serous carcinoma of tubo‐ovarian origin: recent developments","year":2017,"lang":"en","type":"review","venue":"Histopathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Serous fluid; Serous carcinoma; Ovarian carcinoma; Carcinoma; Medicine; Serous membrane; Ovary; Gynecology; Pathology; 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":[0.0006966505,0.0004898335,0.0009520163,0.002812391,0.0002590016,0.001045548,0.0006830413,0.0006778687,0.002843947],"category_scores_gemma":[0.00145797,0.0002501984,0.0004509458,0.002536949,0.0004613769,0.001419274,0.0005312554,0.001244642,0.001220227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006114597,"about_ca_system_score_gemma":0.00121331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142148,"about_ca_topic_score_gemma":0.002460774,"domain_scores_codex":[0.9998019,0.00003047511,0.0000432035,0.00003811242,0.00006933559,0.00001700888],"domain_scores_gemma":[0.9992183,0.0003849841,0.0001031504,0.00001822595,0.0002324076,0.0000428493],"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":[0.00006276988,0.00003223342,0.0004624018,0.02145618,0.00007299825,0.0003642172,0.00008980179,0.0002826867,0.001016861,0.002438129,0.02346184,0.9502599],"study_design_scores_gemma":[0.000008810733,0.00006468359,0.001187047,0.004525587,0.0001584618,0.003532403,0.0001136226,0.00008446161,0.0004045575,0.001506401,0.9883947,0.00001921578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001293654,0.9986551,0.00008410223,0.0002923362,0.0001645898,0.000002667495,0.00001550481,0.000005699399,0.0006507792],"genre_scores_gemma":[0.0006322221,0.9986928,0.0001575553,0.0001348843,0.0001515845,0.000002250299,0.00002721749,0.000001199605,0.0002003376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002843947,"threshold_uncertainty_score":0.009513974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684825694666475,"score_gpt":0.3881662413640443,"score_spread":0.2196836718973968,"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."}}