{"id":"W2747007778","doi":"10.1503/cmaj.161379","title":"Human papillomavirus in oropharyngeal cancer in Canada: analysis of 5 comprehensive cancer centres using multiple imputation","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Nova Scotia Cancer Centre; Calgary Laboratory Services; BC Cancer Agency; Princess Margaret Cancer Centre; Dalhousie University; Alberta Health Services; Ontario Institute for Cancer Research","funders":"","keywords":"Human papillomavirus; Medicine; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01173335,0.001060588,0.002217654,0.003206853,0.00322512,0.00273333,0.005159243,0.001182568,0.003122013],"category_scores_gemma":[0.02656082,0.001131273,0.003771337,0.01657928,0.0009434029,0.0006887435,0.003035159,0.00154625,0.0005551848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03528517,"about_ca_system_score_gemma":0.04846659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877756,"about_ca_topic_score_gemma":0.9802626,"domain_scores_codex":[0.988129,0.002926711,0.001200593,0.002543193,0.002841115,0.00235957],"domain_scores_gemma":[0.9800808,0.003998519,0.004177456,0.002499776,0.007094067,0.002149335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002123952,0.00003929468,0.9898053,0.00007052116,0.0008762905,0.00006592738,0.0002816663,0.001913,0.00002940985,0.0001762001,0.002329473,0.004200562],"study_design_scores_gemma":[0.0001060667,0.00006868648,0.9802154,0.0001273153,0.0004918195,0.0001085643,0.0008002989,0.01496661,0.00009397708,0.0001473816,0.002829136,0.00004460606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436126,0.00152496,0.005509869,0.0008237311,0.00005331934,0.0006500949,0.04543456,0.0002270148,0.002163947],"genre_scores_gemma":[0.9640896,0.0005590766,0.00559344,0.0003154312,0.00001857874,0.0003359348,0.0273484,0.00006553147,0.001674078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03528517,"threshold_uncertainty_score":0.256013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087149209432024,"score_gpt":0.3364476286322072,"score_spread":0.305576136537887,"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."}}