{"id":"W2014176818","doi":"10.1002/cncr.21813","title":"Predictive validity of five comorbidity indices in prostate carcinoma patients treated with curative intent","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; Queen's University","funders":"National Cancer Institute","keywords":"Medicine; Comorbidity; Prostate carcinoma; Carcinoma; Prostate; Oncology; Urology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001625712,0.0003375756,0.0003068118,0.001109198,0.0003836124,0.0005421754,0.0003652746,0.0002863166,0.0007066743],"category_scores_gemma":[0.01052703,0.0001418539,0.0004991302,0.0009668178,0.0003550969,0.0002009618,0.0006670178,0.0005364428,0.00005169632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007805054,"about_ca_system_score_gemma":0.0009140649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811199,"about_ca_topic_score_gemma":0.01916101,"domain_scores_codex":[0.9991977,0.0003015229,0.00007884863,0.00008414824,0.0002449481,0.00009287343],"domain_scores_gemma":[0.9939538,0.001972285,0.002605592,0.0002420587,0.0005171986,0.0007090677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003025987,0.000004842416,0.9991634,0.000002380403,0.00002044095,0.00001047439,0.00001276562,0.00008934925,0.00001263782,0.000008854151,0.00001877307,0.0006257999],"study_design_scores_gemma":[0.000005313103,0.00005037836,0.9982361,0.000007096521,0.00002997708,0.0001058538,0.00004938879,0.001391481,0.00002913777,0.00004742418,0.00004503248,0.000002954286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991567,0.0002441535,0.000138207,0.0000499137,0.000004941956,0.000007834809,0.0001697967,0.000003569987,0.000224922],"genre_scores_gemma":[0.9996604,0.00004385861,0.00009524671,0.000003594408,0.000004220821,0.000002712728,0.0001754145,5.086106e-7,0.00001414277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811199,"threshold_uncertainty_score":0.03601319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178815487156563,"score_gpt":0.2737099209468623,"score_spread":0.2519217660752967,"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."}}