{"id":"W4361815691","doi":"10.1158/1078-0432.c.6530771","title":"Data from Evolution of Castration-Resistant Prostate Cancer in ctDNA during Sequential Androgen Receptor Pathway Inhibition","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Prostate Cancer Canada; Astellas Pharma; BC Cancer Foundation; Prostate Cancer Foundation; Jane ja Aatos Erkon Säätiö; Movember Foundation","keywords":"Enzalutamide; Prostate cancer; Androgen receptor; Cancer research; Somatic cell; Biology; Mutation; Internal medicine; Medicine; Cancer; Oncology; Gene; Genetics","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":[0.0003310677,0.0002353592,0.0003543004,0.0004733514,0.0002570304,0.0005967655,0.0002801477,0.0003973884,0.003523136],"category_scores_gemma":[0.001027012,0.0001810276,0.0002460575,0.0006096851,0.0002918722,0.000230989,0.0003956193,0.0006361536,0.0006124463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536486,"about_ca_system_score_gemma":0.000253988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177294,"about_ca_topic_score_gemma":0.002458268,"domain_scores_codex":[0.9996634,0.00004088587,0.00002012484,0.0001120041,0.0001252347,0.00003834413],"domain_scores_gemma":[0.9991345,0.0001577078,0.0002229618,0.0001309571,0.000176237,0.0001776771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01116353,0.0004651397,0.4725431,0.0004725108,0.0005269664,0.0008561804,0.0004983898,0.00382009,0.4384895,0.0005140981,0.005024379,0.06562614],"study_design_scores_gemma":[0.0001376299,0.001720774,0.9221465,0.00003539261,0.0001877142,0.00260577,0.0001938174,0.002959596,0.06108014,0.0003408476,0.008555439,0.00003644453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9878945,0.001070625,0.001445166,0.0001541234,0.00002029998,0.00003562009,0.007553472,0.0001032637,0.001723077],"genre_scores_gemma":[0.9876121,0.000320714,0.000850463,0.0002317709,0.0000118744,0.00005660679,0.009689047,0.00004028795,0.001187079],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.003523136,"threshold_uncertainty_score":0.0117861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09788726340219778,"score_gpt":0.3584895790517544,"score_spread":0.2606023156495567,"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."}}