{"id":"W3007645091","doi":"10.1093/jcag/gwz047.077","title":"A78 COMPARISON OF THE NICE, SANO, AND WASP CLASSIFICATIONS FOR OPTICAL DIAGNOSIS OF SMALL COLORECTAL POLYPS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nice; Medicine; Colonoscopy; Medical diagnosis; Endoscope; Radiology; Internal medicine; Surgery; Colorectal cancer; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009838126,0.0004038163,0.0009171186,0.001112144,0.0002483432,0.0009986983,0.0005744898,0.0006341938,0.001117868],"category_scores_gemma":[0.03076598,0.0003329923,0.001396243,0.0007711275,0.0003834235,0.001168714,0.0008717909,0.0004559783,0.0002405998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005126066,"about_ca_system_score_gemma":0.0004604617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155225,"about_ca_topic_score_gemma":0.001828633,"domain_scores_codex":[0.9911377,0.005455269,0.0008278177,0.0006290087,0.001685052,0.0002651526],"domain_scores_gemma":[0.9663467,0.02108747,0.006769684,0.001158202,0.003710946,0.0009269728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05977909,0.0003732686,0.9114922,0.0005041402,0.002011438,0.00007239676,0.0004203012,0.000743447,0.001171237,0.0001815227,0.0008344352,0.02241651],"study_design_scores_gemma":[0.002858393,0.01231512,0.9735083,0.0001894906,0.00133124,0.0002856569,0.0007612723,0.006460693,0.0007962924,0.0002449323,0.001183359,0.00006520061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969646,0.0008890674,0.0004108717,0.00007040316,0.00006952231,0.0001400954,0.0002835541,0.000006556788,0.001165332],"genre_scores_gemma":[0.9980876,0.0001818497,0.0009283234,0.0000318895,0.0000328055,0.0001568464,0.0004214556,0.000005394966,0.0001538411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009838126,"threshold_uncertainty_score":0.05202955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869770979729943,"score_gpt":0.2654196327987432,"score_spread":0.2367219230014438,"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."}}