{"id":"W4283833625","doi":"10.9778/cmajo.20210285","title":"Stage migration of testicular germ cell tumours in Alberta, Canada, during the COVID-19 pandemic: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; BC Cancer Agency","funders":"","keywords":"Medicine; Pandemic; Retrospective cohort study; Cancer; Population; Stage (stratigraphy); Cancer registry; Disease; Pediatrics; Internal medicine; Coronavirus disease 2019 (COVID-19); Environmental health; Biology; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799987,0.0001157336,0.0002789282,0.0000340622,0.0001875534,0.00001885568,0.0002028526,0.00001381632,0.0004071047],"category_scores_gemma":[0.0003217699,0.00008521384,0.00004126491,0.0002396384,0.00002542438,0.00004112431,0.0002406143,0.0001454314,0.000001881951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129741,"about_ca_system_score_gemma":0.001147069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96696,"about_ca_topic_score_gemma":0.917504,"domain_scores_codex":[0.9987854,0.00014728,0.0002234488,0.0002748756,0.0004067317,0.0001622147],"domain_scores_gemma":[0.9991818,0.0001274563,0.0001489032,0.0003638314,0.0000407129,0.0001373162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344325,0.000670365,0.9970277,0.00002621738,0.00006713632,0.0004482934,0.0008634658,0.0003519472,0.00008485021,0.00001167575,0.0003020375,0.00001190031],"study_design_scores_gemma":[0.002709892,0.0002651649,0.9944125,0.000008259389,0.0002080894,0.00003244871,0.001502268,0.0001100804,0.00004971794,0.00001302912,0.0006039556,0.00008455439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958056,0.0001269113,0.000001778533,0.0004131452,0.00003958403,0.002940346,0.0001094519,0.000008295932,0.0005549284],"genre_scores_gemma":[0.9963334,0.000004106168,0.00001239486,0.0003391414,0.0000110174,0.0004569053,0.00006083317,0.00001557149,0.002766668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04945596,"threshold_uncertainty_score":0.4457511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945574977466686,"score_gpt":0.294494523037896,"score_spread":0.2750387732632292,"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."}}