{"id":"W2742727144","doi":"10.1016/j.clgc.2017.07.026","title":"Risk Factors for Disease Progression After Postprostatectomy Salvage Radiation: Long-term Results of a Single-institution Experience","year":2017,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Prostate Cancer Foundation","keywords":"Medicine; Prostatectomy; Prostate cancer; Prostate-specific antigen; Proportional hazards model; Univariate analysis; Confidence interval; Stage (stratigraphy); Urology; Internal medicine; Oncology; Surgery; Cancer; Multivariate analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002030675,0.0002355714,0.0004492437,0.00005049293,0.0002930496,0.00005091635,0.000166723,0.0001203426,0.00003505557],"category_scores_gemma":[0.0006684721,0.0001730363,0.0003387305,0.00005309147,0.000434097,0.0002579879,0.0001006642,0.0001598361,0.000004249217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960789,"about_ca_system_score_gemma":0.0003059247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005889817,"about_ca_topic_score_gemma":0.0000173001,"domain_scores_codex":[0.9980616,0.00005951079,0.0007237717,0.0005832431,0.0002700011,0.0003018542],"domain_scores_gemma":[0.9975961,0.0002147095,0.0007296311,0.0008327249,0.0002142466,0.0004125806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01155769,0.001186535,0.8784686,0.0001575081,0.0001121804,0.0001916866,0.0002689661,0.000005541747,0.0001111176,0.000001331569,0.0002607766,0.1076781],"study_design_scores_gemma":[0.006866468,0.002344601,0.9806902,0.0007406265,0.0003548262,0.000002156835,0.00002320363,0.00004299354,0.006311199,0.00001969482,0.002413284,0.000190792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913798,0.003782553,0.00007364911,0.0007917552,0.001148974,0.001722469,0.0009650935,0.00004290306,0.00009279313],"genre_scores_gemma":[0.9920977,0.005287534,0.000284195,0.000107833,0.0007665231,0.001117565,0.0001440717,0.00002805315,0.0001665052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074873,"threshold_uncertainty_score":0.7056215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07020088189698086,"score_gpt":0.4251840138394575,"score_spread":0.3549831319424767,"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."}}