{"id":"W1996695999","doi":"10.1186/1471-2407-12-379","title":"Derivation and characterization of matched cell lines from primary and recurrent serous ovarian cancer","year":2012,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Institute of Cancer Research; Fonds de Recherche du Québec - Santé; McGill University Health Centre; Canadian Institutes of Health Research; Université de Montréal; McGill University","keywords":"Surgical oncology; Ovarian cancer; Serous ovarian cancer; Medicine; Oncology; Internal medicine; Serous fluid; Gynecology; Cancer; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004857982,0.000112509,0.0002354045,0.00003729228,0.00002808945,0.00001061379,0.00001736992,0.00005965478,0.0001981846],"category_scores_gemma":[0.000004633733,0.00009417092,0.00002332502,0.00007462091,0.00002682503,0.0001186726,0.00002302404,0.00004479079,0.000001382505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175607,"about_ca_system_score_gemma":0.0001007207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336914,"about_ca_topic_score_gemma":0.0001760217,"domain_scores_codex":[0.9993858,0.00001818474,0.0001797391,0.0001714123,0.0001127894,0.0001320277],"domain_scores_gemma":[0.9995726,0.00002723848,0.0001286214,0.0001185989,0.00005799508,0.00009490782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002169387,0.0002048026,0.8757757,0.0003350157,0.00006561379,5.770484e-7,0.0008611797,9.263507e-7,0.066254,0.00002797111,0.0001468683,0.05611043],"study_design_scores_gemma":[0.001745386,0.00005524157,0.9647241,0.0002385171,0.0002255621,0.000001485376,0.00002513172,0.0000545522,0.03028673,0.00001003182,0.00254433,0.00008889531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892799,0.008789279,0.0001954442,0.0007567322,0.0003697204,0.0003343455,0.000157386,0.00001601921,0.0001011909],"genre_scores_gemma":[0.9907498,0.00695419,0.0009037289,0.0003215899,0.0005830851,0.0001759356,0.0001574133,0.00001807813,0.0001361651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08894847,"threshold_uncertainty_score":0.3840179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270288973638968,"score_gpt":0.2776767744866708,"score_spread":0.250647877122774,"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."}}