{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001744641,0.0001457428,0.0006126008,0.0001232464,0.00004896539,0.000004720095,0.00008973907,0.0001487025,0.0001179139],"category_scores_gemma":[0.00001172154,0.0000980995,0.00005027943,0.0002334989,0.0002153907,0.00002937214,0.00006309484,0.0001762899,0.000001849251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175359,"about_ca_system_score_gemma":0.002230868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9317917,"about_ca_topic_score_gemma":0.8061496,"domain_scores_codex":[0.9988219,0.00009057764,0.0004298612,0.0002204706,0.0001561859,0.0002810467],"domain_scores_gemma":[0.998639,0.0007615424,0.0001328458,0.0001411886,0.00007814294,0.0002472592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003143474,0.000256378,0.962452,0.00009885278,0.0003024602,0.000625689,0.0002354854,0.000004004698,0.00004807002,0.0001016194,0.01782378,0.01773729],"study_design_scores_gemma":[0.001935972,0.000184994,0.9089993,0.00004457169,0.0001998087,9.136768e-7,0.0009740868,0.00001178219,0.0009258052,0.00008660018,0.08655456,0.0000816398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461827,0.01047618,1.473353e-7,0.009227534,0.00007475947,0.0003121639,0.000371621,0.000002509444,0.0333524],"genre_scores_gemma":[0.9942742,0.004025453,0.00001761701,0.0009417427,0.0000212225,0.000008595992,0.00002957033,0.000006747742,0.0006748663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1256421,"threshold_uncertainty_score":0.4000381,"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."}}