{"id":"W2032418001","doi":"10.1002/cncr.20927","title":"Interobserver agreement in the interpretation of anal intraepithelial neoplasia","year":2005,"lang":"en","type":"article","venue":"Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Cytology; Biopsy; Intraepithelial neoplasia; Kappa; Squamous intraepithelial lesion; Anal cancer; Pathology; Gynecology; Cervical intraepithelial neoplasia; Internal medicine; Cancer; Cervical cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001869831,0.00005308574,0.0001210555,0.00005651413,0.0000111026,0.0000068248,0.00009690697,0.00002912023,0.004113449],"category_scores_gemma":[0.00002817532,0.00003347279,0.0000485755,0.000158567,0.00004930595,0.0000443984,0.00002185612,0.0001593496,0.00002158159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395085,"about_ca_system_score_gemma":0.00008336276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000348292,"about_ca_topic_score_gemma":0.002617135,"domain_scores_codex":[0.9993362,0.00003259727,0.0001704515,0.0001016188,0.000232381,0.0001266838],"domain_scores_gemma":[0.9996958,0.00003259935,0.00002672703,0.0001357537,0.00007339393,0.0000357717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001170158,0.0001604167,0.05041687,0.0001436102,0.00004358541,0.000006818774,0.004682455,0.0002522062,0.001025804,0.0003972784,0.004082119,0.9376187],"study_design_scores_gemma":[0.002353254,0.0003617431,0.9659202,0.0001151754,0.00004395851,0.000006407711,0.0006019183,0.008794027,0.004354601,0.0001278157,0.01723539,0.00008552249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683849,0.00111149,0.0003093166,0.006663329,0.0001284394,0.0003380921,0.00001044039,0.000007117386,0.02304686],"genre_scores_gemma":[0.9978459,0.0001469761,0.00005865184,0.001377493,0.0002841848,0.0000435968,0.000005057403,0.000004612491,0.0002335149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9375331,"threshold_uncertainty_score":0.9967969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109400966642979,"score_gpt":0.3670340858452561,"score_spread":0.3359400761788263,"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."}}