{"id":"W4281728851","doi":"10.1200/jco.2022.40.16_suppl.e18757","title":"Patient preferences for treatment and outcomes in hormone-sensitive prostate cancer (HSPC).","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Concomitant; Prostate cancer; Rash; Tolerability; Oncology; Internal medicine; Adverse effect; Mixed logit; Confidence interval; Logistic regression; Androgen deprivation therapy; 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":[0.007806284,0.0002123343,0.0003007732,0.0002718455,0.0002897951,0.001030444,0.0001688929,0.0007469211,0.006534251],"category_scores_gemma":[0.01686994,0.000127315,0.0009360749,0.00040333,0.0005300723,0.0006135719,0.0005782179,0.001068032,0.0003811402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007404869,"about_ca_system_score_gemma":0.0006391634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008842056,"about_ca_topic_score_gemma":0.001218198,"domain_scores_codex":[0.9949009,0.00417972,0.0001818629,0.0001882747,0.0003643686,0.0001848817],"domain_scores_gemma":[0.9837708,0.0119142,0.002990262,0.0002728725,0.0002540857,0.0007976598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0205933,0.01039512,0.8205103,0.0008754955,0.001135226,0.0002912453,0.002325797,0.008620319,0.002912324,0.003304946,0.003871056,0.1251649],"study_design_scores_gemma":[0.003017848,0.02557892,0.9110788,0.0004147647,0.0006113861,0.0007473883,0.004233367,0.03201665,0.002983174,0.008409037,0.01073376,0.0001749262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954404,0.0002865182,0.0006801227,0.0007145998,0.00001720484,0.0001304208,0.0004313973,0.00000534812,0.002293899],"genre_scores_gemma":[0.9984963,0.00008004089,0.0007277593,0.0002398571,0.000006694351,0.0001065288,0.0001195269,0.000001055951,0.000222395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007806284,"threshold_uncertainty_score":0.04128408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687419788458399,"score_gpt":0.5115443745390501,"score_spread":0.3428023956932102,"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."}}