{"id":"W4386909796","doi":"10.1001/jamaoncol.2023.3352","title":"Rare Genetic Drivers of Lethal Prostate Cancer","year":2023,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; MEDLINE; Neurology; Psychiatry","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":[0.0003238913,0.0002924998,0.0002780352,0.0007429987,0.001569378,0.0008849166,0.0003051595,0.003206917,0.01706295],"category_scores_gemma":[0.003782729,0.0002345845,0.0003672048,0.0005936018,0.0005818442,0.000822792,0.0004673461,0.003547492,0.003221986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008592592,"about_ca_system_score_gemma":0.001047013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006338795,"about_ca_topic_score_gemma":0.01250399,"domain_scores_codex":[0.9995653,0.00009748201,0.00003325365,0.00006246332,0.0001242913,0.000117177],"domain_scores_gemma":[0.9989364,0.0005159811,0.0001137264,0.00006001129,0.0001193392,0.0002545629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001088468,0.0001052795,0.05468445,0.0001263335,0.00004760092,0.1024051,0.0004242235,0.0006870197,0.001466867,0.01109642,0.7788745,0.04997331],"study_design_scores_gemma":[0.0001030857,0.0001498584,0.0699969,0.0006383217,0.0001041091,0.5192926,0.002100284,0.003357423,0.00138212,0.04644713,0.3563282,0.00009995125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0677433,0.007250282,0.002175854,0.6875521,0.01000572,0.00008730066,0.00150786,0.0005245986,0.223153],"genre_scores_gemma":[0.6947965,0.01037987,0.003019506,0.1837519,0.04085473,0.00009783465,0.0008932093,0.0002447968,0.06596169],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01706295,"threshold_uncertainty_score":0.05708128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284164484366915,"score_gpt":0.3671639703383925,"score_spread":0.3243223254947234,"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."}}