{"id":"W4312210137","doi":"10.1002/cncr.34582","title":"CCNE1 and survival of patients with tubo‐ovarian high‐grade serous carcinoma: An Ovarian Tumor Tissue Analysis consortium study","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Canadian Centre for Applied Research in Cancer Control; Vancouver General Hospital; University of British Columbia; BC Cancer Agency; Foothills Medical Centre; University of Alberta; University of Calgary","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Instituto de Salud Carlos III; Medical Research and Materiel Command; Ministerio de Economía y Competitividad; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Cancer Council Tasmania; National Institutes of Health; Cancer Council Victoria; Cancer Australia; Cancer Council NSW; National Health and Medical Research Council; Cancer Research UK; Cancer Council South Australia; Cancer Research Society; Peter MacCallum Foundation; Medical Research Council; European Regional Development Fund; Alberta Precision Laboratories; National Institute for Health and Care Research; National Cancer Institute; Ovarian Cancer Australia","keywords":"Medicine; Ovarian carcinoma; Serous fluid; Serous carcinoma; Ovary; Ovarian tissue; Oncology; Ovarian cancer; Ovarian tissue cryopreservation; Internal medicine; Gynecology; Cancer; Fertility; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001614605,0.0002364522,0.0007077344,0.0002156125,0.000178996,0.00002116116,0.000108694,0.00002883506,0.001306899],"category_scores_gemma":[0.000007746218,0.0001924292,0.00006475337,0.0007815768,0.00008012815,0.00007611216,0.00008803299,0.000166183,0.000001211673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008347,"about_ca_system_score_gemma":0.0002422359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008413122,"about_ca_topic_score_gemma":0.002160823,"domain_scores_codex":[0.9981292,0.000155951,0.0003287263,0.0005727872,0.0005348412,0.0002784614],"domain_scores_gemma":[0.998843,0.00004260652,0.0001946337,0.0005483784,0.0001479892,0.0002233644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005873643,0.002719384,0.9916009,0.00003857339,0.001868005,0.0001793586,0.001092157,0.000212618,0.00002133687,0.0001169562,0.0001015966,0.001461756],"study_design_scores_gemma":[0.008725339,0.00308528,0.9821255,0.00001281263,0.003800986,0.000004841367,0.001002925,0.00005116983,0.0001842578,0.000009573791,0.0007986387,0.0001987133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997191,0.0003881308,0.00001786168,0.0004646335,0.0002292601,0.001036298,0.0005116205,0.00002980357,0.0001314056],"genre_scores_gemma":[0.998676,0.00001057731,0.0001600638,0.0001956032,0.00009855156,0.0004870826,0.0001729406,0.00003844302,0.0001607213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00947543,"threshold_uncertainty_score":0.999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579486111370843,"score_gpt":0.2752748940586683,"score_spread":0.2594800329449599,"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."}}