{"id":"W3160395419","doi":"10.3389/fonc.2021.659135","title":"Impact of Time to Castration Resistance on Survival in Metastatic Hormone Sensitive Prostate Cancer Patients in the Era of Combination Therapies","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Internal medicine; Oncology; Overall survival; Logistic regression; Hormone; Gynecology; Cancer","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":[0.0003730652,0.00008450262,0.0003718169,0.0001871982,0.00001253914,0.000003120825,0.00004337011,0.00004535666,0.00001523497],"category_scores_gemma":[0.0001064312,0.00005782419,0.0000379322,0.0005341394,0.00007552337,0.00004488211,0.00001207775,0.0001877941,0.000001324168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007754408,"about_ca_system_score_gemma":0.0004943568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005592448,"about_ca_topic_score_gemma":0.001597609,"domain_scores_codex":[0.9987751,0.0004125505,0.0002680344,0.0001543942,0.0002167975,0.0001730697],"domain_scores_gemma":[0.999449,0.000141034,0.00009112825,0.0001077503,0.0001859036,0.00002525664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01414727,0.003568407,0.9126437,0.00009867518,0.0002687905,0.0003207173,0.02858664,0.0003715984,0.007383723,0.0000515422,0.004285382,0.02827352],"study_design_scores_gemma":[0.005623111,0.002471814,0.987539,0.0001366039,0.00001875282,8.903966e-7,0.001741043,0.0001307474,0.001995289,0.0002273327,0.00006417764,0.00005125139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995941,0.0006793271,0.00001259135,0.001781968,0.00008387204,0.0007839236,0.00006266049,0.000001981347,0.0006527027],"genre_scores_gemma":[0.9984044,0.0005948581,0.0004312696,0.0000607035,0.000007180121,0.0000756257,0.00008843241,0.000007189083,0.0003303625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07489525,"threshold_uncertainty_score":0.2358002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836052053380758,"score_gpt":0.3463905255999155,"score_spread":0.3280300050661079,"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."}}