{"id":"W4282937964","doi":"10.1148/radiol.211836","title":"Impact of <sup>18</sup>F-DCFPyL PET on Staging and Treatment of Unfavorable Intermediate or High-Risk Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"Radiology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Women's College Hospital; University of Toronto; University Health Network; Mount Sinai Hospital; Western University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; McNemar's test; Prostate cancer; Nuclear medicine; PET-CT; Radiology; Biopsy; Prospective cohort study; Cancer; Biochemical recurrence; Positron emission tomography; Prostatectomy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008347342,0.0001510146,0.0002439642,0.0001579711,0.0001305249,0.0003700885,0.0001363938,0.0001874103,0.000551175],"category_scores_gemma":[0.002499851,0.0000746275,0.0001885159,0.0001407354,0.0002856026,0.0002043765,0.0001270106,0.0002131928,0.00009120628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793659,"about_ca_system_score_gemma":0.0002265048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284844,"about_ca_topic_score_gemma":0.002263339,"domain_scores_codex":[0.9996417,0.000182781,0.00002003944,0.00005211207,0.00005012592,0.00005320074],"domain_scores_gemma":[0.9984951,0.0008592113,0.0002923856,0.00004375079,0.00009310315,0.0002164738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006555989,0.0001353101,0.9592234,0.00002811402,0.0000539222,0.0002876351,0.00003285127,0.001169695,0.002419077,0.00002413902,0.0001231108,0.02994684],"study_design_scores_gemma":[0.00005548584,0.003087809,0.9912547,0.00001026957,0.00009074601,0.001042682,0.00006570539,0.001632296,0.00228247,0.0000321638,0.0004379883,0.000007598367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998092,0.001002229,0.0001922854,0.00006246089,0.000008275682,0.000007676357,0.00005727177,0.000004934826,0.0005729534],"genre_scores_gemma":[0.9996625,0.00009262998,0.0001134002,0.00001639796,0.00001017518,0.000002494932,0.00004921747,0.000001137623,0.00005212922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001284844,"threshold_uncertainty_score":0.004414558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791029390332318,"score_gpt":0.3481035465875387,"score_spread":0.3201932526842155,"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."}}