{"id":"W4367483933","doi":"10.5173/ceju.2023.030","title":"The association of the type and number of D’Amico high-risk criteria with rates of pathologically non-organ-confined prostate cancer","year":2023,"lang":"en","type":"article","venue":"Editor-in-Chief s Voice List of Authors is an Important Element in a Scientific Publication","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Logistic regression; Urology; Lymphadenectomy; Stage (stratigraphy); Internal medicine; Prostate; Prostate-specific antigen; Biopsy; Cancer; Oncology; Biology","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":[0.002880218,0.0001439247,0.0003678578,0.0002067875,0.0000805399,0.00005349943,0.0001876429,0.00008722539,0.00004209939],"category_scores_gemma":[0.0004921704,0.0000857907,0.00004009414,0.001979535,0.0002425344,0.0001773513,0.00006315501,0.0001534804,6.991752e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754677,"about_ca_system_score_gemma":0.0003597603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325194,"about_ca_topic_score_gemma":0.002449645,"domain_scores_codex":[0.9975679,0.0001290776,0.001010645,0.0003912609,0.000636334,0.0002647907],"domain_scores_gemma":[0.997187,0.0001705021,0.001326169,0.0004536711,0.0008082454,0.00005446564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001862868,0.0004246381,0.9793239,0.0001161241,0.0000384271,0.000001243108,0.001804316,0.000006306096,0.01042662,0.000210859,0.006592306,0.0008690369],"study_design_scores_gemma":[0.00144234,0.0003235258,0.9732542,0.0002898567,0.00005544714,5.22047e-7,0.0005014749,0.0004363991,0.02143561,0.0002961156,0.001882024,0.00008249409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928743,0.0001137593,8.91205e-7,0.003848752,0.001772223,0.000975655,0.0003541809,0.000008716702,0.00005154141],"genre_scores_gemma":[0.9982063,0.0007981204,0.0001131029,0.00002722019,0.0001490659,0.0001572727,0.0001650654,0.00001263986,0.0003711835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100899,"threshold_uncertainty_score":0.3498443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207107055033938,"score_gpt":0.3003158131502474,"score_spread":0.288244742599908,"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."}}