{"id":"W2964673115","doi":"10.1158/1078-0432.ccr-19-1423","title":"The Role of Lineage Plasticity in Prostate Cancer Therapy Resistance","year":2019,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":394,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Prostate cancer; Lineage (genetic); Cancer; Resistance (ecology); Medicine; Cancer therapy; Biology; Internal medicine; Genetics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002765472,0.0001542473,0.0005032504,0.0001508555,0.0001472059,0.00003697764,0.0003811175,0.0001340999,0.0004957248],"category_scores_gemma":[0.000512291,0.00008895103,0.0001537376,0.0008782211,0.0008610744,0.00007439348,0.0001582565,0.001372381,0.00006975241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182284,"about_ca_system_score_gemma":0.001679179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241506,"about_ca_topic_score_gemma":0.001863305,"domain_scores_codex":[0.9963215,0.0004928121,0.0007127125,0.0005243493,0.001133077,0.0008155328],"domain_scores_gemma":[0.9961531,0.002272468,0.0001127035,0.0005258939,0.0007047867,0.0002310204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01834038,0.000498871,0.9152297,0.0001732034,0.0001536367,0.00003481433,0.0003384478,0.00001412752,0.006227902,0.0003594833,0.002461525,0.05616791],"study_design_scores_gemma":[0.01337812,0.001852934,0.564806,0.00117773,0.00002118455,0.000001368284,0.0008698072,0.0004818909,0.06101418,0.001445308,0.3546897,0.0002617904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529132,0.0349048,2.946393e-7,0.004098847,0.0002164847,0.001834989,0.00005133885,0.00001804814,0.005961963],"genre_scores_gemma":[0.897692,0.07933275,0.00002202684,0.00008909259,0.0002612347,0.0005402646,0.000005844812,0.00003241904,0.02202436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522281,"threshold_uncertainty_score":0.5962389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459517182911886,"score_gpt":0.5267830732056228,"score_spread":0.3808313549144342,"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."}}