{"id":"W2984031486","doi":"10.1016/s0167-8140(19)33217-7","title":"161 PSMA-PET Guided Intensification of Radiotherapy for Prostate Cancer: Preliminary Detection Rate and Impact on Radiotherapeutic Management","year":2019,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Radiation therapy; Prostate cancer; Medicine; Radiology; Oncology; Medical physics; Management of prostate cancer; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001874196,0.0003244773,0.0003369791,0.0004246139,0.0001370056,0.0006235422,0.0002890423,0.0004675199,0.002456126],"category_scores_gemma":[0.005536879,0.0003288397,0.000446181,0.0002911071,0.0003274987,0.0006006466,0.0002505061,0.0003232888,0.0007657128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288453,"about_ca_system_score_gemma":0.0003533793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009413339,"about_ca_topic_score_gemma":0.0007548562,"domain_scores_codex":[0.9993178,0.0003547567,0.00004418201,0.00008922017,0.0001464133,0.00004767393],"domain_scores_gemma":[0.9980993,0.001300668,0.0001689934,0.0001683261,0.0001934723,0.00006937566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01173055,0.0005416321,0.6373213,0.0004201964,0.0002795535,0.002110428,0.0004498285,0.003597552,0.09478516,0.0004477493,0.0007285808,0.2475875],"study_design_scores_gemma":[0.00009180645,0.007416372,0.8969312,0.00008588304,0.0008359746,0.009845413,0.0002436057,0.0141116,0.0650297,0.0004021376,0.004952976,0.00005331765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850149,0.005090737,0.005221059,0.000122213,0.00003484487,0.00004946818,0.0001445175,0.00007998594,0.00424239],"genre_scores_gemma":[0.9969205,0.000676713,0.001362751,0.00003970213,0.00001946073,0.000008161117,0.0001422547,0.0000213677,0.0008090614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456126,"threshold_uncertainty_score":0.009911776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808974479784673,"score_gpt":0.3758898380919246,"score_spread":0.3478000932940779,"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."}}