{"id":"W1565117389","doi":"10.1002/cncr.29370","title":"Prospective quality‐of‐life outcomes for low‐risk prostate cancer: Active surveillance versus radical prostatectomy","year":2015,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Medicine; Prostatectomy; Prostate cancer; Quality of life (healthcare); Prospective cohort study; Sexual function; Cohort; Cohort study; Urinary incontinence; Internal medicine; Cancer; Gynecology; Urology","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":[0.003424183,0.0002930868,0.0006230281,0.000620593,0.000306482,0.0006592099,0.0005394912,0.0003625439,0.001059606],"category_scores_gemma":[0.005686945,0.0001421529,0.001305244,0.0005144743,0.0003544573,0.0006775522,0.0005499031,0.0007554765,0.00007235417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005057558,"about_ca_system_score_gemma":0.0005245821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983864,"about_ca_topic_score_gemma":0.002343753,"domain_scores_codex":[0.9988732,0.0006600992,0.00007346945,0.0001627475,0.0001496091,0.00008089992],"domain_scores_gemma":[0.9969652,0.001042338,0.001090528,0.00008569814,0.0001369697,0.0006792634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01018101,0.000394537,0.9756607,0.0001452715,0.00125452,0.00002444948,0.0001072497,0.0005745656,0.0001429856,0.0001192694,0.0002773774,0.01111804],"study_design_scores_gemma":[0.0008267327,0.004870579,0.9896674,0.00006933227,0.000923049,0.0001589331,0.0001865308,0.002663286,0.0001810094,0.0002000533,0.0002354851,0.00001757072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977869,0.001477543,0.0001366052,0.0001502989,0.00001996872,0.0000228846,0.0001913432,0.000002652927,0.0002117866],"genre_scores_gemma":[0.999471,0.0001549272,0.00006214265,0.00003638929,0.00002019347,0.0000141414,0.0002153494,6.041533e-7,0.00002538986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003424183,"threshold_uncertainty_score":0.01810902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05684495534051438,"score_gpt":0.3800644986343997,"score_spread":0.3232195432938854,"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."}}