{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002766547,0.000142399,0.0001565595,0.0003358446,0.0003233129,0.0003133959,0.0002332621,0.0002815266,0.001041359],"category_scores_gemma":[0.001038632,0.00007624187,0.0002839841,0.0004868544,0.0001946069,0.0003027187,0.0002332599,0.0002543319,0.0001092822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007304275,"about_ca_system_score_gemma":0.0007222814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02703636,"about_ca_topic_score_gemma":0.0526923,"domain_scores_codex":[0.9998462,0.00001548166,0.00001175768,0.00003537958,0.00003959152,0.00005155761],"domain_scores_gemma":[0.9996294,0.00004749989,0.0001470962,0.00001780833,0.00006326216,0.00009498324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006594275,0.000006756685,0.9982151,0.000005380311,0.00002205137,0.0000382283,0.00002141142,0.00005329965,0.000078383,0.000006109998,0.0001338359,0.001353565],"study_design_scores_gemma":[0.000006094515,0.00005420287,0.999148,0.000005994326,0.0000250072,0.0002198319,0.00007477942,0.0001865604,0.00004509159,0.00001939916,0.0002122843,0.00000274662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998711,0.0004014732,0.00003833998,0.00007874239,0.000006470415,0.000002921839,0.0004750346,0.000002809637,0.0002832063],"genre_scores_gemma":[0.9993336,0.00009981713,0.00002112251,0.00002133096,0.000005295444,0.000002389896,0.0004185126,4.584082e-7,0.00009752588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02703636,"threshold_uncertainty_score":0.05375803,"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."}}