{"id":"W4403759852","doi":"10.1016/j.brachy.2024.08.114","title":"PSOR04 Presentation Time: 11:45 AM","year":2024,"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":"Lawson Health Research Institute; Cancer Care Ontario; Western University; Robarts Clinical Trials","funders":"","keywords":"Medicine; Presentation (obstetrics); Surgery","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":[0.001373152,0.001509505,0.001470283,0.00150225,0.003131672,0.007126856,0.001723351,0.00695017,0.9199269],"category_scores_gemma":[0.0039626,0.000793652,0.002163033,0.0006747533,0.0007540057,0.001612125,0.004298124,0.002962258,0.8279221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537538,"about_ca_system_score_gemma":0.001367188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469102,"about_ca_topic_score_gemma":0.007159368,"domain_scores_codex":[0.9990376,0.0001294437,0.00003092242,0.0001324305,0.0002836709,0.0003858502],"domain_scores_gemma":[0.9974049,0.0002325846,0.00007715473,0.0001354434,0.000731194,0.001418708],"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":[0.0008120767,0.0001518607,0.0002630473,0.0001806401,0.00002048818,0.0003391127,0.00006696567,0.00009676006,0.001281283,0.001236558,0.970937,0.02461417],"study_design_scores_gemma":[0.0002228982,0.0003763057,0.003257523,0.0003372519,0.00001786219,0.0002178789,0.0001392558,0.0003423706,0.0007313343,0.001136699,0.9931864,0.00003432183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002948496,0.0007195265,0.0009823943,0.006481037,0.02016904,0.0006273111,0.00456829,0.005229714,0.9582742],"genre_scores_gemma":[0.005756965,0.0002212447,0.0001975533,0.0010078,0.002411481,0.0001045512,0.0009406205,0.0009359639,0.9884238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08007312,"threshold_uncertainty_score":0.1142145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523940280291932,"score_gpt":0.3149214519371801,"score_spread":0.2996820491342608,"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."}}