{"id":"W4207047760","doi":"10.1148/radiol.211824","title":"Effect of <sup>18</sup>F-DCFPyL PET/CT on the Management of Patients with Recurrent Prostate Cancer: Results of a Prospective Multicenter Registry Trial","year":2022,"lang":"en","type":"article","venue":"Radiology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; University Health Network; McMaster University; Women's College Hospital; Cancer Care Ontario; Thunder Bay Regional Health Sciences Centre; Mount Sinai Hospital; Western University","funders":"Cancer Care Ontario","keywords":"Medicine; Prostate cancer; Interquartile range; Prostatectomy; Prospective cohort study; Bone scintigraphy; Glutamate carboxypeptidase II; Nuclear medicine; Androgen deprivation therapy; Watchful waiting; Prostate-specific antigen; Biochemical recurrence; Radiation therapy; Urology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005724184,0.0001643002,0.0005127268,0.00009806579,0.0000724437,0.000001850669,0.0001622859,0.00001153871,0.0001048524],"category_scores_gemma":[0.00005556114,0.00008702604,0.0001061395,0.0002364706,0.0002808477,0.00001705172,0.0001112167,0.0002728702,0.000001004815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291737,"about_ca_system_score_gemma":0.0001014987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008608812,"about_ca_topic_score_gemma":0.000002800794,"domain_scores_codex":[0.9981549,0.0004368199,0.000385689,0.0003291382,0.0004293619,0.0002641418],"domain_scores_gemma":[0.9988077,0.000274573,0.0003354073,0.0004180417,0.0001153924,0.00004884195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8796645,0.001744412,0.102908,0.001132279,0.001876939,0.0002879034,0.001165448,0.0004432747,0.00009002619,0.000148513,0.002525824,0.00801286],"study_design_scores_gemma":[0.6693201,0.1768055,0.123731,0.001594006,0.001633429,0.00008279333,0.001615744,0.0008868232,0.01870124,0.00008063825,0.005089124,0.0004596329],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925628,0.0004076894,5.283124e-7,0.0004140275,0.0001461705,0.004946114,0.0004897628,0.00001004679,0.001022827],"genre_scores_gemma":[0.9976537,0.0003045404,0.00002565686,0.00001742701,0.0000351915,0.001086118,0.0001480137,0.00001723194,0.0007121809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2103444,"threshold_uncertainty_score":0.3548819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382478395743085,"score_gpt":0.3070564167666253,"score_spread":0.2932316328091944,"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."}}