{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004871074,0.0001803686,0.0003745462,0.00009279107,0.00003018633,0.000006498427,0.00004513068,0.0000418451,0.00005199505],"category_scores_gemma":[0.00001261891,0.0001230838,0.00004854443,0.0002536775,0.0001465567,0.0001057996,0.00002408424,0.000120049,0.000001994867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006309199,"about_ca_system_score_gemma":0.0001870674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007477318,"about_ca_topic_score_gemma":0.001233428,"domain_scores_codex":[0.9989457,0.00004529841,0.0002627799,0.0002924512,0.0002347361,0.00021909],"domain_scores_gemma":[0.9992209,0.00004269918,0.0001996585,0.0001583329,0.0003069125,0.00007151403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009774657,0.0007909539,0.9952081,0.00008073714,0.00007524921,0.00005297746,0.000900708,0.000122066,0.00004051673,0.0000105849,0.0008324811,0.0009081655],"study_design_scores_gemma":[0.005119579,0.001847793,0.9673235,0.000412588,0.0001327923,0.000001593821,0.0001889936,0.0001226202,0.02447009,0.00003788057,0.000229253,0.0001132972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965348,0.0005830104,0.000003915821,0.0001882236,0.00006519407,0.001193303,0.0005847955,0.00001991107,0.0008268562],"genre_scores_gemma":[0.9986252,0.0002894948,0.00002869557,0.0000700401,0.00003709944,0.0005556915,0.0002293323,0.00001696341,0.0001474834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02788457,"threshold_uncertainty_score":0.999132,"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."}}