{"id":"W4285594030","doi":"10.21203/rs.3.rs-1833452/v1","title":"Absence of KLK4-KLKP1 Fusion Corroborate with PTEN Loss in Characterizing Men at Higher Risk for Biochemical Recurrence in Middle Eastern Prostate Cancer Cohort","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Prostate Cancer Canada; Prostate Cancer Foundation","keywords":"PTEN; Prostate cancer; Medicine; Prostatectomy; Biochemical recurrence; Internal medicine; Erg; Oncology; Urology; Population; Cancer; Biology","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":[0.0003582342,0.0001783162,0.0001792309,0.0008236313,0.0004092492,0.0005939204,0.0003158362,0.000254484,0.002407962],"category_scores_gemma":[0.001014562,0.0001458748,0.0002901442,0.0005222547,0.0002649828,0.0002811894,0.0005048563,0.0003085831,0.0002126545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793887,"about_ca_system_score_gemma":0.000197727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796762,"about_ca_topic_score_gemma":0.00374688,"domain_scores_codex":[0.9998195,0.00003080751,0.00001739675,0.00005487122,0.00003763236,0.00003986309],"domain_scores_gemma":[0.9995133,0.00005125463,0.0002356333,0.00004966092,0.00005038369,0.0000997697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005447841,0.000008195069,0.998764,0.000003525738,0.00002049839,0.00005166681,0.00003740563,0.0000180391,0.0004616603,0.000009300198,0.00004541015,0.0005258952],"study_design_scores_gemma":[0.000001643309,0.00003774536,0.9989731,0.000002228796,0.00002268986,0.0003998644,0.0001417723,0.00009609896,0.0001591502,0.00001767852,0.0001460255,0.000002086668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993805,0.0001163882,0.00007144238,0.00001858043,0.000002419191,0.000003210233,0.0001686201,0.000003609662,0.0002353426],"genre_scores_gemma":[0.9997526,0.00001806345,0.00002465097,0.000008794705,0.000002793132,0.000001888505,0.00009613368,6.868694e-7,0.00009448599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002796762,"threshold_uncertainty_score":0.008055449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07937416648846396,"score_gpt":0.3971959226160316,"score_spread":0.3178217561275677,"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."}}