{"id":"W3033682445","doi":"10.5489/cuaj.6320","title":"Bone scan use in the management of metastatic castration-resistant prostate cancer: Survey of practice patterns among Canadian radiation oncologists, medical oncologists, and urologists","year":2020,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; McMaster University; University of Toronto","funders":"Canadian Urological Oncology Group","keywords":"Medicine; Prostate cancer; Bone scintigraphy; Positron emission tomography; Radiology; Clinical trial; Medical physics; Cancer; Nuclear medicine; Oncology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001090416,0.0001736272,0.0002546471,0.001654148,0.002088889,0.001044218,0.001247029,0.002414476,0.00225828],"category_scores_gemma":[0.01048149,0.0002508168,0.0002490054,0.00434491,0.001140084,0.0005533664,0.0004705731,0.001455936,0.0004497007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01915209,"about_ca_system_score_gemma":0.01699681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7778335,"about_ca_topic_score_gemma":0.8511639,"domain_scores_codex":[0.9967062,0.0004204389,0.0003274612,0.0002478629,0.001708102,0.0005899887],"domain_scores_gemma":[0.9902357,0.001735114,0.002329708,0.0001786919,0.003242007,0.002278661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000300845,0.0001999833,0.7918312,0.0004210136,0.00005250611,0.007015616,0.002963967,0.0003139015,0.0009946455,0.0007302485,0.106708,0.08846807],"study_design_scores_gemma":[0.00006758668,0.000193292,0.9210665,0.0007721984,0.00004426917,0.01442264,0.005108953,0.001468497,0.0003061158,0.0004241615,0.05602484,0.0001007901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4822729,0.02621174,0.0004131436,0.4511011,0.001765608,0.000175864,0.002903338,0.0001328908,0.03502329],"genre_scores_gemma":[0.8802743,0.01231383,0.001058958,0.1000463,0.001544112,0.00006904621,0.0008943616,0.00002931667,0.003769815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221665,"threshold_uncertainty_score":0.4469497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0486078552110589,"score_gpt":0.3237046430876417,"score_spread":0.2750967878765828,"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."}}