{"id":"W6957976044","doi":"10.60692/7akey-f8h94","title":"Effect of Chemotherapy on Overall Survival in Contemporary Metastatic Prostate Cancer Patients","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostate cancer; Propensity score matching; Chemotherapy; Overall survival; Proportional hazards model; Prostate; Clinical trial; Survival analysis","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":[0.001186001,0.0001049873,0.000294963,0.000213336,0.0001233211,0.0004073769,0.0001968011,0.0002000583,0.0008036654],"category_scores_gemma":[0.004470646,0.00007415462,0.0006066206,0.0003584126,0.0002697702,0.0003533205,0.0003875319,0.0003885314,0.00006749441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406688,"about_ca_system_score_gemma":0.000272797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009786927,"about_ca_topic_score_gemma":0.002188516,"domain_scores_codex":[0.999215,0.0003880485,0.00006316615,0.0001684067,0.0001003976,0.00006502722],"domain_scores_gemma":[0.9974717,0.00100127,0.001019435,0.0002204898,0.00008222601,0.0002048616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006720468,0.0001407232,0.9408543,0.0002189943,0.001583184,0.0001472541,0.0001399766,0.001452556,0.00113636,0.0003619328,0.0005690904,0.04667507],"study_design_scores_gemma":[0.00008589377,0.001219588,0.9961413,0.00002681021,0.0003980206,0.0001460725,0.00003779793,0.0005790701,0.0002334657,0.0003046971,0.0008199986,0.000007398587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941726,0.004507446,0.0003057577,0.0002136237,0.0000186229,0.000009266453,0.0001814641,0.000006767751,0.000584411],"genre_scores_gemma":[0.9992108,0.0004190189,0.00007248409,0.00006393039,0.0000238767,0.000003624218,0.0001580327,0.000001706668,0.00004658146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001186001,"threshold_uncertainty_score":0.006272256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180998858903175,"score_gpt":0.2983948244397891,"score_spread":0.2565848358507574,"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."}}