{"id":"W2547620199","doi":"10.1097/pgp.0000000000000336","title":"The Fallopian Tube Origin and Primary Site Assignment in Extrauterine High-grade Serous Carcinoma: Findings of a Survey of Pathologists and Clinicians","year":2016,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Fallopian tube; Serous carcinoma; Serous fluid; Medicine; Ovarian cancer; Gynecology; Carcinoma; Pathology; Cancer; Internal medicine","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":[0.004485328,0.0001195061,0.0002601103,0.001489646,0.000731064,0.001410359,0.0003881216,0.0008285989,0.00130266],"category_scores_gemma":[0.02969246,0.000222689,0.0002209807,0.002018456,0.001138382,0.0008391353,0.001369389,0.0005697186,0.0003048884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000716644,"about_ca_system_score_gemma":0.001130812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004969964,"about_ca_topic_score_gemma":0.005813951,"domain_scores_codex":[0.9933868,0.003074361,0.0008654789,0.0007259235,0.001412723,0.0005348062],"domain_scores_gemma":[0.9521394,0.01462721,0.02318774,0.001095985,0.005217711,0.003732096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052674,0.00002775961,0.9872546,0.00006391249,0.00001513914,0.0002060266,0.006203757,0.00003788742,0.0003631622,0.00003488845,0.0002539432,0.005433696],"study_design_scores_gemma":[0.0000103719,0.0001966313,0.9813297,0.00007992988,0.00001273877,0.001071154,0.01535328,0.0001482452,0.0001330343,0.00003952418,0.001611445,0.00001386871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976157,0.0007644233,0.00009478558,0.0005574498,0.00001136181,0.00001539995,0.00006089781,0.000003093787,0.0008768424],"genre_scores_gemma":[0.9990746,0.0003915176,0.0001120671,0.0002442676,0.00001969192,0.0000127824,0.000042249,0.000001738993,0.0001010962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004969964,"threshold_uncertainty_score":0.02372092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04136147398769818,"score_gpt":0.3147128028819511,"score_spread":0.273351328894253,"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."}}