{"id":"W4281261821","doi":"10.5489/cuaj.7730","title":"Androgen deprivation therapy for prostate cancer: Prescribing behaviors and preferences among urologists","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Princess Margaret Cancer Foundation; Cancer Care Ontario","keywords":"Medicine; Medical prescription; Androgen deprivation therapy; Prostate cancer; Odds ratio; Tolerability; Confidence interval; Logistic regression; Internal medicine; Population; Goserelin; Gynecology; Cancer; Oncology; Adverse effect; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004036863,0.00007827948,0.0001160262,0.0003598545,0.0003674139,0.0004390069,0.0001953269,0.000292157,0.002321086],"category_scores_gemma":[0.002361913,0.000125955,0.0002645154,0.000706934,0.0001718412,0.0002530087,0.000218368,0.0002524497,0.0001724951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009836466,"about_ca_system_score_gemma":0.001357185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1462967,"about_ca_topic_score_gemma":0.2807301,"domain_scores_codex":[0.9996277,0.00007175965,0.0000360356,0.00005252617,0.0001456782,0.00006634322],"domain_scores_gemma":[0.9981881,0.0002847103,0.001059099,0.00003069354,0.0001579722,0.0002793937],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001675686,0.00001716453,0.9983556,0.000008417002,0.00001438638,0.00002032517,0.0001269616,0.00001706431,0.00004702061,0.000004599689,0.0001268606,0.001244789],"study_design_scores_gemma":[0.000002387304,0.00001682184,0.9993812,0.000009692139,0.000005233106,0.00007831546,0.0002480143,0.0001030061,0.00001216374,0.000005455818,0.0001363103,0.000001413675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998449,0.0002976752,0.00003028063,0.0002712339,0.000002948434,0.000007553722,0.0002818612,0.000001539263,0.0006578541],"genre_scores_gemma":[0.9994306,0.000170002,0.0000449351,0.00006970458,0.000004870507,0.000002864619,0.0001299608,6.543076e-7,0.000146376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9995963,"threshold_uncertainty_score":0.2908902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587399842227536,"score_gpt":0.2930304571977415,"score_spread":0.2571564587754661,"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."}}