{"id":"W2792485007","doi":"10.1200/jco.2018.36.6_suppl.197","title":"Luminal and basal subtyping of metastatic castration-resistant prostate cancer (mCRPC) and its clinical implications.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Genome British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Subtyping; Internal medicine; Basal (medicine); Oncology; Androgen deprivation therapy; Prostatectomy; Cancer","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":[0.0005581034,0.0001925397,0.0002840547,0.0007383117,0.0002529137,0.0007027519,0.0002775942,0.0002189883,0.001473871],"category_scores_gemma":[0.001229799,0.0001215184,0.0002714021,0.0006570497,0.0002371358,0.0001885826,0.0003632996,0.0003750744,0.0004275838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003385609,"about_ca_system_score_gemma":0.0003162264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069662,"about_ca_topic_score_gemma":0.008517869,"domain_scores_codex":[0.9997037,0.00005866997,0.00002229479,0.00006813447,0.0001042417,0.00004292051],"domain_scores_gemma":[0.9996367,0.0001089219,0.000104938,0.00003902824,0.00005559763,0.00005469496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00149226,0.00005059697,0.9323851,0.000124855,0.0001206121,0.0001981308,0.0000696244,0.0007167298,0.01165624,0.0001873759,0.001401372,0.05159716],"study_design_scores_gemma":[0.00002268051,0.0002763921,0.9879797,0.00002923413,0.0001136254,0.001244915,0.000185703,0.003688111,0.003283941,0.0002962685,0.002869562,0.000009980123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923495,0.001957646,0.001049328,0.0001844377,0.00001562575,0.00003447487,0.002107237,0.00005189336,0.002249863],"genre_scores_gemma":[0.9968351,0.0002451499,0.0007956014,0.00004778339,0.00001174014,0.00001525317,0.001761942,0.000008322717,0.0002790961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003069662,"threshold_uncertainty_score":0.006103575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2732079752417164,"score_gpt":0.5633154662081646,"score_spread":0.2901074909664482,"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."}}