{"id":"W3089997034","doi":"10.1001/jamaoncol.2020.3949","title":"Survival and Outcomes After Noncompletion of Treatment for Anal Cancer","year":2020,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; MEDLINE; Neurology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00004396528,0.000207929,0.0009570975,0.00008704778,0.00002234466,0.000005649824,0.00004188369,0.0004246157,0.0002191315],"category_scores_gemma":[0.00003744397,0.0001467514,0.0002536947,0.000055906,0.0001011704,0.00001724258,0.00003714691,0.0003285258,0.000004372202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003977548,"about_ca_system_score_gemma":0.0003217444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004799472,"about_ca_topic_score_gemma":0.0005894471,"domain_scores_codex":[0.9990672,0.00005564225,0.0002648828,0.0002965725,0.0001136721,0.0002019615],"domain_scores_gemma":[0.9992957,0.0002905932,0.0001399359,0.0001077667,0.00009641759,0.00006955735],"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":[0.003882784,0.0001751139,0.1576013,0.00118787,0.0009189691,0.001590453,0.0004751781,4.101541e-7,0.0005466867,0.00003509421,0.7733976,0.0601886],"study_design_scores_gemma":[0.00281203,0.004311374,0.113238,0.00004474695,0.0005795208,0.00003201532,0.000030729,0.00005298969,0.00004215576,0.00007141731,0.8786632,0.000121821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1146981,0.0004823119,0.00001792,0.8818853,0.0004985938,0.000611353,0.0004027414,0.00001838535,0.001385174],"genre_scores_gemma":[0.2681209,0.0003039571,0.0005374863,0.7168478,0.007814389,0.0007767965,0.0006903318,0.00006013464,0.004848184],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1650376,"threshold_uncertainty_score":0.5984347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276631449055629,"score_gpt":0.3421484084919138,"score_spread":0.2893820940013575,"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."}}