{"id":"W1809773635","doi":"10.5489/cuaj.2619","title":"Does perineural invasion in a radical prostatectomy specimen predict biochemical recurrence in men with prostate cancer?","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biochemical recurrence; Medicine; Prostatectomy; Prostate cancer; Perineural invasion; Hazard ratio; Proportional hazards model; Retrospective cohort study; Urology; Internal medicine; Oncology; Stage (stratigraphy); Surgical margin; Confidence interval; Prostate-specific antigen; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006271077,0.0001996662,0.0003890799,0.0002514493,0.00006251156,0.00007086821,0.0001063838,0.0001767506,0.000119805],"category_scores_gemma":[0.0004080292,0.000110799,0.00005203307,0.0004369174,0.00007194342,0.0001509236,0.00002251157,0.0007665794,0.000008975563],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004842582,"about_ca_system_score_gemma":0.001804079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097077,"about_ca_topic_score_gemma":0.005027232,"domain_scores_codex":[0.9979388,0.0001548238,0.0004252856,0.0003422495,0.0004796398,0.0006592213],"domain_scores_gemma":[0.9983522,0.00007145118,0.0001905374,0.0001048819,0.0001961677,0.001084714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007751873,0.0001510459,0.9911305,0.00001030167,0.00003789454,0.0008286712,0.0004482668,0.00005720485,0.00005190161,0.00001351092,0.004425236,0.002070324],"study_design_scores_gemma":[0.007158792,0.001179819,0.9782218,0.0002218709,0.00003779427,0.0001497048,0.0002369156,0.000312639,0.0004119127,0.0004497184,0.01142305,0.0001959692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641633,0.0005811233,0.000001147006,0.03361464,0.0001434021,0.0007313634,0.00006251976,0.00001855394,0.0006839631],"genre_scores_gemma":[0.9976988,0.0006701591,0.0001257976,0.0008914041,0.0002121861,0.0001824027,0.00003968435,0.00001506619,0.0001645015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03353551,"threshold_uncertainty_score":0.9989777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701214335319447,"score_gpt":0.2471830955419653,"score_spread":0.2301709521887708,"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."}}