{"id":"W2010844163","doi":"10.1002/cam4.250","title":"Environmental scan of anal cancer screening practices: worldwide survey results","year":2014,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; McGill University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Anal cancer; Medicine; Family medicine; Population; Cancer screening; Asymptomatic; Health care; Cancer; Gynecology; Human immunodeficiency virus (HIV); Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000900843,0.0001827173,0.0005206827,0.0001326291,0.00005906877,0.000003625214,0.0001165707,0.00006249423,0.0008516091],"category_scores_gemma":[0.0008208747,0.0001335576,0.00006805146,0.000314009,0.0003086699,0.00007306135,0.00004875751,0.0002546497,0.000005424853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421299,"about_ca_system_score_gemma":0.000124232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519006,"about_ca_topic_score_gemma":0.004513311,"domain_scores_codex":[0.9983035,0.0001228063,0.0004535618,0.0003540524,0.0004916106,0.0002744554],"domain_scores_gemma":[0.998507,0.0003434406,0.0005319305,0.000285634,0.00007428062,0.0002577385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003723086,0.00009841227,0.8375511,0.0001579079,0.0001912322,0.0000274234,0.000697385,0.0000452612,0.03820798,0.00002409713,0.008664249,0.1106119],"study_design_scores_gemma":[0.003566766,0.0007118307,0.9721315,0.0006654342,0.0002399997,0.00001593044,0.0002628623,0.0007991419,0.002858832,0.00001057998,0.01859728,0.0001398283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803821,0.005119586,0.00009533177,0.00648075,0.0003678624,0.0002308782,0.0001563487,0.0000292401,0.007137863],"genre_scores_gemma":[0.9946059,0.0008131191,0.00009077814,0.001137222,0.001140953,0.00002610346,0.0001336059,0.00002303676,0.002029279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345805,"threshold_uncertainty_score":0.9913679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06834989355416178,"score_gpt":0.3458398528616761,"score_spread":0.2774899593075144,"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."}}