{"id":"W2072867861","doi":"10.1002/ijc.23559","title":"Mortality at 120 days after prostatic biopsy: A population‐based study of 22,175 men","year":2008,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate biopsy; Biopsy; Prostate cancer; Comorbidity; Logistic regression; Prostate; Population; Proportional hazards model; Mortality rate; Surgery; Internal medicine; Cancer; Urology","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":[0.0001145824,0.0001199446,0.000314366,0.0001647282,0.00002957341,0.000008843398,0.0001121478,0.00002926348,0.0007429892],"category_scores_gemma":[0.00003187383,0.00008882491,0.0001340277,0.00009422303,0.00003230769,0.0001163849,0.00003123657,0.00009436252,0.000003372699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076373,"about_ca_system_score_gemma":0.0002453004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005543476,"about_ca_topic_score_gemma":0.0001569816,"domain_scores_codex":[0.9982854,0.00003305215,0.000571975,0.0001323965,0.0008678315,0.000109352],"domain_scores_gemma":[0.9985639,0.00004123601,0.0004868814,0.0001350696,0.0006713373,0.000101547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059321,0.001221062,0.9931396,0.00002458423,0.001070637,0.0006403729,0.000646868,0.000285562,0.0002839376,0.000005515036,0.0006614424,0.0009611127],"study_design_scores_gemma":[0.005284797,0.0005627225,0.990968,0.00024343,0.0002917467,0.0001023232,0.00007788597,0.00008716832,0.001824361,0.00005193568,0.0004317171,0.00007390675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969593,0.001113349,0.00003196196,0.0008563056,0.0004276856,0.0003330127,0.00007875559,0.000005913276,0.0001936653],"genre_scores_gemma":[0.9987562,0.0002536942,0.0002088245,0.0002724318,0.0002325339,0.00007894314,0.00001593543,0.00001457034,0.0001668608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004225476,"threshold_uncertainty_score":0.813521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481507506647029,"score_gpt":0.3640307593463813,"score_spread":0.329215684279911,"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."}}