{"id":"W4295845829","doi":"10.3390/diagnostics12092212","title":"PSA-Stratified Performance of [18F]DCFPyL PET/CT in Biochemically Recurrent Prostate Cancer Patients under Androgen Deprivation Therapy","year":2022,"lang":"en","type":"article","venue":"Diagnostics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"BC Cancer Foundation","keywords":"Androgen deprivation therapy; Prostate cancer; Medicine; Recurrent prostate cancer; Oncology; Cancer research; Internal medicine; Cancer; Prostatectomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001308126,0.0001284511,0.0002053865,0.0001216198,0.00007557569,0.000008324405,0.00009783694,0.000008853581,0.0001626455],"category_scores_gemma":[0.00007847469,0.0001076384,0.00004363404,0.0003629105,0.00006332841,0.00004929718,0.00006865105,0.0002292605,0.000002665154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774199,"about_ca_system_score_gemma":0.0002761453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007584797,"about_ca_topic_score_gemma":0.00001487648,"domain_scores_codex":[0.998748,0.0000434372,0.0002897762,0.0002272566,0.0004388844,0.0002526176],"domain_scores_gemma":[0.9993812,0.0001187408,0.0001014098,0.0001792619,0.0001474463,0.0000719251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009363824,0.001148846,0.9820336,0.000103981,0.00006091505,0.00006367386,0.0003211795,0.0001688787,0.001719607,0.00002227908,0.0008185347,0.01260217],"study_design_scores_gemma":[0.01108514,0.003154508,0.814263,0.0003040277,0.00006250774,0.00002342866,0.0002983932,0.001114825,0.1667905,0.0001616652,0.002413999,0.0003279221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956301,0.002478242,7.553299e-7,0.0005038474,0.0001603759,0.0009342238,0.0001494747,0.000016206,0.0001267329],"genre_scores_gemma":[0.985112,0.01358919,0.00004594071,0.0001548003,0.00002564533,0.0004209208,0.0005166795,0.00002005348,0.0001148312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677705,"threshold_uncertainty_score":0.4389366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752956662426777,"score_gpt":0.3094545078992215,"score_spread":0.2819249412749537,"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."}}