{"id":"W2913030727","doi":"10.1158/1538-7445.prca2017-b069","title":"Abstract B069: Drug response variability between luminal and basal prostate cancer tumors","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Carboplatin; Prostate cancer; Medicine; Olaparib; Internal medicine; Context (archaeology); Cancer; Oncology; Erlotinib; Prospective cohort study; Pathology; Cisplatin; Biology; Chemotherapy; Epidermal growth factor receptor","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":[0.0004850862,0.000151561,0.0003133499,0.000517025,0.0002669297,0.0007712852,0.000175142,0.0002192059,0.0017325],"category_scores_gemma":[0.0009754377,0.0001094451,0.0002611278,0.0006114621,0.0002210544,0.0001554226,0.0003264663,0.0002950719,0.0004479254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122222,"about_ca_system_score_gemma":0.0001580142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148964,"about_ca_topic_score_gemma":0.00117879,"domain_scores_codex":[0.9995705,0.0000856597,0.00004033125,0.0001507576,0.0001109796,0.00004180111],"domain_scores_gemma":[0.9992554,0.0002306586,0.0002428237,0.0001127501,0.00008410135,0.00007429447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001299632,0.00005306004,0.9389037,0.00005918919,0.0001790725,0.0001190481,0.0001134323,0.0005034184,0.04794738,0.00007892303,0.0004676684,0.01027555],"study_design_scores_gemma":[0.000009953357,0.0001622124,0.9899783,0.000004948337,0.00004839842,0.0007552974,0.0001101306,0.0007088201,0.007341159,0.0001016069,0.0007718627,0.000007356931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965404,0.0002384137,0.0005790708,0.00003308233,0.00000385761,0.000007194062,0.001901638,0.00002999688,0.0006663923],"genre_scores_gemma":[0.9974055,0.00004385928,0.0002591332,0.00003155841,0.000003596816,0.000006584827,0.00208376,0.00001090585,0.0001551868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0017325,"threshold_uncertainty_score":0.005795777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0770861135182678,"score_gpt":0.4474507220578358,"score_spread":0.370364608539568,"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."}}