{"id":"W4310655995","doi":"10.1016/j.brachy.2022.09.155","title":"PO49  Presentation Time: 10:00 AM","year":2022,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; QT interval; Internal medicine; Cardiology; Sudden cardiac death; Prostate cancer; QRS complex; Ventricular fibrillation; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001762014,0.00007831621,0.0001770128,0.00009702796,0.0001492579,0.00001667574,0.00005098442,0.00001845503,0.0238739],"category_scores_gemma":[0.00002139521,0.00007097534,0.0001222548,0.000207301,0.00001338576,0.00007367929,0.00003683966,0.00006950618,0.0003992633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004100951,"about_ca_system_score_gemma":0.0000244475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006983402,"about_ca_topic_score_gemma":2.662204e-7,"domain_scores_codex":[0.9992001,0.00006441262,0.0001701778,0.0001459811,0.0003006356,0.0001186898],"domain_scores_gemma":[0.9996356,0.00005630003,0.00007329084,0.000169951,0.00002472199,0.00004009598],"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":[0.009431066,0.0001673828,0.2692691,0.00008565012,0.0007846303,0.0001002681,0.001926978,0.001246232,0.04165992,0.004472007,0.5407659,0.1300908],"study_design_scores_gemma":[0.005762907,0.0004092881,0.08345735,0.000003428961,0.000051151,0.00001701593,0.0001695205,0.001174657,0.0005090781,0.0004674268,0.9078448,0.000133413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8954609,0.00112639,0.0004294112,0.02020647,0.0007208124,0.00188785,0.00001086862,0.0003965045,0.0797608],"genre_scores_gemma":[0.6655889,0.00006083409,0.000552628,0.001881726,0.001034516,0.00003074986,0.0001843714,0.00003386322,0.3306325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670788,"threshold_uncertainty_score":0.9770184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04689572380808185,"score_gpt":0.3430724116105068,"score_spread":0.2961766878024249,"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."}}