{"id":"W4411639109","doi":"10.1245/s10434-025-17531-2","title":"ASO Visual Abstract: Management and Outcomes of Merkel Cell Carcinoma in Canada Between 2000 and 2018 from the Pan-Canadian Merkel Cell Collaborative","year":2025,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Montreal General Hospital; Q & T Research; Université de Sherbrooke; Ottawa Hospital; CancerCare Manitoba; Sunnybrook Health Science Centre; Queen's University; Hamilton Health Sciences; Hamilton General Hospital; University of Calgary; Princess Margaret Cancer Centre; BC Cancer Agency; Centre Hospitalier de l’Université de Montréal; Manitoba Health; McGill University Health Centre; University of Ottawa","funders":"","keywords":"Merkel cell carcinoma; Surgical oncology; Medicine; Merkel cell; Dermatology; Oncology; Carcinoma; Internal medicine","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":[0.0006888545,0.0004468058,0.0004975747,0.001795611,0.00223752,0.001325193,0.001350921,0.0007125951,0.00366515],"category_scores_gemma":[0.003945682,0.0002817307,0.0007543248,0.005008913,0.0003944893,0.0006041834,0.001334139,0.001245691,0.0004308827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04260888,"about_ca_system_score_gemma":0.09119148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948865,"about_ca_topic_score_gemma":0.9977689,"domain_scores_codex":[0.9984695,0.00005293594,0.00008532334,0.0001242562,0.0006402633,0.0006276741],"domain_scores_gemma":[0.9935873,0.0001090141,0.0004969252,0.00006270265,0.004194131,0.001550053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003347835,0.00009979933,0.844916,0.0003302346,0.0002011836,0.0002646785,0.0008667913,0.000511169,0.0001790986,0.000371813,0.1291227,0.02280185],"study_design_scores_gemma":[0.00004048181,0.00002661823,0.9794325,0.0003273766,0.0001124458,0.0001686653,0.001875635,0.0002660431,0.00008407638,0.00007224064,0.01756242,0.00003150334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6744835,0.01099282,0.0006065403,0.01821941,0.001193144,0.0003710228,0.2554384,0.0001463039,0.03854894],"genre_scores_gemma":[0.9065292,0.005053061,0.0006303641,0.002873047,0.000343562,0.0001470746,0.07284296,0.0000564195,0.01152427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04260888,"threshold_uncertainty_score":0.3091506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156679984610096,"score_gpt":0.3156696898662577,"score_spread":0.2941028900201567,"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."}}