{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060972,0.0002612989,0.0003788567,0.0005610599,0.0003507066,0.0005204257,0.0004090403,0.0002955305,0.002742236],"category_scores_gemma":[0.0007950141,0.0001294948,0.000405213,0.0007389576,0.000201482,0.0001731102,0.000342772,0.0005997079,0.002001568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002740909,"about_ca_system_score_gemma":0.0004300608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327754,"about_ca_topic_score_gemma":0.003210744,"domain_scores_codex":[0.9995741,0.00004921237,0.0000936648,0.00006414703,0.0001622359,0.00005654232],"domain_scores_gemma":[0.9992297,0.0001442924,0.0000653393,0.0002454781,0.0002397971,0.00007535906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009744223,0.0005197531,0.02888497,0.0002584997,0.00006375239,0.001841997,0.0006303018,0.000580157,0.9439371,0.0008973431,0.002142989,0.0192686],"study_design_scores_gemma":[0.0004047949,0.003505853,0.1450809,0.0001015476,0.0003121812,0.01692783,0.0008219414,0.003964785,0.7547666,0.0004147419,0.07364405,0.00005473992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958544,0.002065876,0.02135142,0.0002449026,0.0001979094,0.001300316,0.0098951,0.0001663795,0.006234114],"genre_scores_gemma":[0.9407377,0.001803697,0.02314507,0.0001718441,0.00005679542,0.0009873754,0.028831,0.00007782858,0.004188797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002742236,"threshold_uncertainty_score":0.009173691,"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."}}