{"id":"W4414862609","doi":"10.3390/cancers17193238","title":"Survival Outcomes in the Canadian Merkel Cell Carcinoma Population Between 2000 and 2018 and Descriptive Comparison with the American Joint Committee on Cancer 8th Edition Staging System—A Study from the Pan-Canadian Merkel Cell Collaborative","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Montreal General Hospital; Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; Manitoba Health; Ottawa Hospital; CancerCare Manitoba; Sunnybrook Health Science Centre; Queen's University; Hamilton Health Sciences; Hamilton General Hospital; University of Calgary; Kingston General Hospital; Princess Margaret Cancer Centre; BC Cancer Agency; McGill University; McGill University Health Centre; University of Ottawa","funders":"Ottawa Hospital Research Institute","keywords":"Merkel cell carcinoma; Stage (stratigraphy); Cancer; Retrospective cohort study; Cancer registry; Malignancy; Population; Cohort; Cancer staging","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002770711,0.0002416568,0.0004817716,0.0001681263,0.0006870704,0.00009938571,0.0001372173,0.00005761205,0.000006875856],"category_scores_gemma":[0.00001517434,0.0001226827,0.00003211673,0.0005432388,0.0002920483,0.00006312307,0.00001791354,0.0003862256,0.000001265154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260732,"about_ca_system_score_gemma":0.002578682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909293,"about_ca_topic_score_gemma":0.9864877,"domain_scores_codex":[0.9983621,0.0004234614,0.0002476396,0.0003247022,0.0002876946,0.0003543973],"domain_scores_gemma":[0.9989256,0.0002734307,0.0001798624,0.0003013395,0.00008698813,0.0002328167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001251126,0.00002392242,0.9850468,0.00002228082,0.0001608863,0.00001777899,0.00937269,0.0001555078,0.00001056744,0.00002022135,0.004381796,0.0006624326],"study_design_scores_gemma":[0.00130778,0.0002400017,0.8964358,0.0001371165,0.0005264694,2.309903e-7,0.1002118,0.0003943433,0.0000329141,0.000004922634,0.0005745651,0.0001340702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892442,0.002164501,0.000004627367,0.004302256,0.0002583467,0.001494761,0.0009506414,0.00001258497,0.001568062],"genre_scores_gemma":[0.9983117,0.00005684152,0.000006768535,0.001158467,0.0001263508,0.0001356811,0.00007178802,0.0000185089,0.0001138979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0908391,"threshold_uncertainty_score":0.8526701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427596511436335,"score_gpt":0.2779646134237284,"score_spread":0.253688648309365,"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."}}