{"id":"W4400525276","doi":"10.3390/medicina60071119","title":"The Association between Patient Characteristics and Biochemical Recurrence after Radical Prostatectomy","year":2024,"lang":"en","type":"article","venue":"Medicina","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biochemical recurrence; Medicine; Prostate cancer; Prostatectomy; Interquartile range; Proportional hazards model; Hazard ratio; Urology; Prostate-specific antigen; Internal medicine; breakpoint cluster region; Prostate; Cancer; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134837,0.0001867895,0.0003106235,0.000597427,0.0002603197,0.0005642349,0.0003999609,0.0004281417,0.002147955],"category_scores_gemma":[0.004728295,0.0001432521,0.000583366,0.0008002255,0.0002227425,0.0004863243,0.0003933249,0.0008524212,0.0002086649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640777,"about_ca_system_score_gemma":0.0003029272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113177,"about_ca_topic_score_gemma":0.001942352,"domain_scores_codex":[0.9993396,0.0002012554,0.00009433841,0.0001234144,0.000136256,0.0001050931],"domain_scores_gemma":[0.9951273,0.001552066,0.002272386,0.0002084721,0.0002679581,0.0005717606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001197386,0.00001393551,0.9989331,0.000007019612,0.00005062607,0.00002688525,0.00001004598,0.00004331516,0.0000493878,0.000007820248,0.00005466778,0.0006835272],"study_design_scores_gemma":[0.000004917964,0.00006941631,0.999332,0.000003898727,0.00002719326,0.0002369529,0.00003513402,0.0001562322,0.00003499804,0.00001434495,0.00008189981,0.000003091317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984294,0.0006864106,0.0001036839,0.0000789446,0.00001174486,0.000005384511,0.0003699874,0.000004997023,0.0003093147],"genre_scores_gemma":[0.9995245,0.00006631581,0.00003219095,0.00001474445,0.00001223547,0.000003907873,0.0002916978,0.000001465936,0.00005302063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147955,"threshold_uncertainty_score":0.007185578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008253130968398529,"score_gpt":0.2597222094498474,"score_spread":0.2514690784814488,"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."}}