{"id":"W1983692373","doi":"10.1016/j.ygyno.2008.05.019","title":"Tumor heterogeneity in ovarian cancer as demonstrated by in vitro chemoresistance assays","year":2008,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Topotecan; Ovarian cancer; Paclitaxel; Cisplatin; Gemcitabine; Oncology; Chemotherapy; Internal medicine; In vivo; Primary tumor; Cancer; Tumor heterogeneity; Drug resistance; Pathology; Cancer research; Metastasis; Biology","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":[0.0004786745,0.0001642329,0.0002923038,0.0005717684,0.0002499052,0.0004529972,0.0001925902,0.000212547,0.001327642],"category_scores_gemma":[0.0005630492,0.0002100402,0.0001948462,0.0004288246,0.0001562825,0.0002876272,0.0002796964,0.0004302235,0.0002478756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536415,"about_ca_system_score_gemma":0.0001574816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440952,"about_ca_topic_score_gemma":0.00151078,"domain_scores_codex":[0.9994608,0.0002313791,0.00005587612,0.00006606396,0.0001041045,0.00008175724],"domain_scores_gemma":[0.999403,0.0003182147,0.00007231966,0.00009193487,0.00007539551,0.00003908954],"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":[0.0003177531,0.000156048,0.006170161,0.00005381746,0.0000354892,0.00009032106,0.0001493982,0.0004301348,0.988998,0.0002527745,0.0001413601,0.003204782],"study_design_scores_gemma":[0.00004594533,0.001847021,0.05613416,0.000009913098,0.0001381859,0.001267185,0.0002461861,0.005166736,0.9303979,0.0002078011,0.004525819,0.00001319245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923643,0.001703495,0.003830905,0.00006702963,0.00001353562,0.00005780531,0.0003800222,0.00003409307,0.00154889],"genre_scores_gemma":[0.9968823,0.0004525193,0.001060423,0.00002908711,0.00001075225,0.00005146192,0.0007655868,0.00000929194,0.0007385653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001440952,"threshold_uncertainty_score":0.004441381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277072899525505,"score_gpt":0.3197382537485896,"score_spread":0.2920309637960391,"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."}}