{"id":"W3044809055","doi":"10.1002/pros.24018","title":"Identifying and treating ROBO1−ve/DOCK1+ve prostate cancer: An aggressive cancer subtype prevalent in African American patients","year":2020,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Decipher Biosciences (Canada)","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; U.S. Department of Defense","keywords":"Prostate cancer; Cancer; Medicine; Prostate; Oncology; Internal medicine; Gynecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004433435,0.0006859248,0.0009714862,0.0002255238,0.0004969776,0.0002233627,0.0004198279,0.0001003467,0.000127703],"category_scores_gemma":[0.0001796099,0.0004763563,0.0001509891,0.001331918,0.000699157,0.0005103979,0.0003950594,0.0008730123,0.00003124505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000608616,"about_ca_system_score_gemma":0.0006022076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004767044,"about_ca_topic_score_gemma":0.0004434259,"domain_scores_codex":[0.9951661,0.0004316409,0.0008052447,0.001216073,0.0009725903,0.001408323],"domain_scores_gemma":[0.9974345,0.0001650938,0.0006391287,0.0006191168,0.0003752596,0.0007668981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005529856,0.0005900688,0.6692973,0.001078719,0.0005130242,0.0004065718,0.1388733,0.003133609,0.001377583,0.00001246072,0.001158463,0.1780291],"study_design_scores_gemma":[0.08087831,0.02035712,0.6000581,0.01138985,0.003746184,0.0002106588,0.1059821,0.1127431,0.03518602,0.001156966,0.02170104,0.006590554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806919,0.006702983,0.000005401641,0.007669282,0.00007974143,0.003708163,0.0005859691,0.0001772779,0.0003792894],"genre_scores_gemma":[0.9803059,0.01490666,0.0001838529,0.001179375,0.0003086927,0.001268109,0.0002507915,0.0001586834,0.001437913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714385,"threshold_uncertainty_score":0.9997688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190703787725933,"score_gpt":0.3248410506824703,"score_spread":0.2929340128052109,"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."}}