{"id":"W4245620335","doi":"10.1016/j.brachy.2021.06.076","title":"PRSOR12 Presentation Time: 12:55 PM","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Dose rate; Toxicity; Nuclear medicine; Radiation therapy; Medical physics; External beam radiotherapy; Presentation (obstetrics); Quality of life (healthcare); Radiology; Oncology; Internal medicine; Cancer; Nursing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001240891,0.001661274,0.001566521,0.001558891,0.003350229,0.006842543,0.001891325,0.005757514,0.9273471],"category_scores_gemma":[0.00364096,0.001055891,0.002129571,0.000730855,0.0007065173,0.001644478,0.004418538,0.002971134,0.8340762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479205,"about_ca_system_score_gemma":0.001236101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431533,"about_ca_topic_score_gemma":0.01083757,"domain_scores_codex":[0.9991726,0.0001052389,0.00002254023,0.0001136603,0.0002343204,0.0003516745],"domain_scores_gemma":[0.9975168,0.0002470281,0.00006463617,0.0001566179,0.000699068,0.001315805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001148489,0.0001542062,0.0003809927,0.0002130952,0.00001912396,0.000387441,0.00009443803,0.00009808171,0.001207853,0.0009973694,0.9686826,0.02661632],"study_design_scores_gemma":[0.000274536,0.0004069734,0.003771754,0.0002820762,0.00001875896,0.0002972714,0.0002020205,0.0002794586,0.001180187,0.001116998,0.9921308,0.00003913277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003842344,0.001021374,0.001259484,0.006022029,0.01507785,0.0007960936,0.005372467,0.00844311,0.9581652],"genre_scores_gemma":[0.00631412,0.0002807014,0.0003022601,0.0008159386,0.001685839,0.0001096835,0.001130059,0.001212689,0.9881487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07265294,"threshold_uncertainty_score":0.1036305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870185076979122,"score_gpt":0.2993190491472955,"score_spread":0.2806171983775043,"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."}}