{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005394236,0.0001668162,0.0002895838,0.0003474599,0.0001901706,0.0004361978,0.0001561259,0.0001752584,0.00119305],"category_scores_gemma":[0.002136511,0.0000797215,0.0004587489,0.000442283,0.0001338448,0.0002552392,0.0002161278,0.0003963061,0.0001089973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981483,"about_ca_system_score_gemma":0.0002780808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562668,"about_ca_topic_score_gemma":0.00216793,"domain_scores_codex":[0.9997007,0.00008534426,0.00002605582,0.00005115299,0.00007025941,0.00006647257],"domain_scores_gemma":[0.9981754,0.0004384503,0.0009193096,0.00006868056,0.0001015979,0.0002965613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105513,0.00003780886,0.9903131,0.00001703145,0.00009788538,0.0001173918,0.00003520118,0.0002823023,0.0004944991,0.00001910817,0.00009038046,0.007389812],"study_design_scores_gemma":[0.00001138639,0.0005003932,0.9978859,0.000007255568,0.000090626,0.0004637651,0.00004043436,0.0005358409,0.0001899484,0.00002429533,0.0002459852,0.000004178252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982712,0.001073821,0.00006254561,0.00005711224,0.000005286285,0.000002942412,0.00016516,0.000003298757,0.0003587094],"genre_scores_gemma":[0.9996884,0.0001245015,0.00002609858,0.000008335578,0.000007932714,0.000001169131,0.0001010452,8.214071e-7,0.00004167948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001562668,"threshold_uncertainty_score":0.003991127,"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."}}