{"id":"W4388834350","doi":"10.1001/jamanetworkopen.2023.44127","title":"Survival of Patients With Head and Neck Merkel Cell Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University Health Centre; Centre Hospitalier de l’Université de Montréal; University of Manitoba; Sunnybrook Health Science Centre; Queen's University; McMaster University; Ottawa Hospital; University Health Network; Dalhousie University; Hamilton Health Sciences; Vancouver General Hospital; Mount Sinai Hospital; University of Calgary; Princess Margaret Cancer Centre; Memorial University of Newfoundland; Foothills Medical Centre","funders":"","keywords":"Medicine; Merkel cell carcinoma; Radiation therapy; Stage (stratigraphy); Retrospective cohort study; Merkel cell; Incidence (geometry); Cancer registry; Cancer; Proportional hazards model; Internal medicine; Surgery; Carcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001071065,0.00008887226,0.0002359141,0.00002550682,0.00005504922,0.00002344404,0.00009515145,0.00006325334,0.0001399721],"category_scores_gemma":[0.00000957416,0.00005868196,0.00002496414,0.0002965087,0.00004578464,0.00007525947,0.000141401,0.00009376625,0.00001849154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000113609,"about_ca_system_score_gemma":0.00008121766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006266306,"about_ca_topic_score_gemma":0.0000866131,"domain_scores_codex":[0.9993018,0.000030025,0.0001366994,0.0001581899,0.0001645786,0.0002087199],"domain_scores_gemma":[0.9995327,0.00004376024,0.00006984452,0.0001582342,0.00005440259,0.0001410317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080897,0.0001136486,0.9698466,0.00005736481,0.00009666981,0.00001649074,0.00007584829,0.0002582778,0.000009224356,0.00003214173,0.02323982,0.005173029],"study_design_scores_gemma":[0.003921291,0.000217987,0.9847585,0.0003698568,0.0001181965,3.202162e-7,0.00003047791,0.0002646884,0.0000301182,0.00003082905,0.01017437,0.00008336135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882001,0.001275492,0.000001086117,0.0004417702,0.0001440652,0.0004259906,0.00004760205,0.00002410419,0.009439797],"genre_scores_gemma":[0.9957123,0.0006736205,0.00007880102,0.0002645483,0.0001552867,0.00002268302,0.00007308237,0.00002104167,0.002998632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491192,"threshold_uncertainty_score":0.2392981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189260893212835,"score_gpt":0.2898949617650924,"score_spread":0.270968872443809,"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."}}