{"id":"W2136447701","doi":"10.1016/j.dld.2013.05.014","title":"Agreement in interpreting villous elements and dysplasia in adenomas less than one centimetre in size","year":2013,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"Indiana University-Purdue University Indianapolis","keywords":"Medicine; Dysplasia; Polypectomy; Adenoma; Colonoscopy; Villous adenoma; Pathology; Radiology; Gastroenterology; Internal medicine; Cancer; Colorectal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1443303,0.001393602,0.001536957,0.008211154,0.001899064,0.004643827,0.003544522,0.003885388,0.001454598],"category_scores_gemma":[0.366847,0.001735294,0.002415779,0.002067119,0.003085516,0.003619114,0.005614031,0.002514464,0.00102436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182891,"about_ca_system_score_gemma":0.001489266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005603916,"about_ca_topic_score_gemma":0.008762656,"domain_scores_codex":[0.8167005,0.1048182,0.03290887,0.01146176,0.02929984,0.004810843],"domain_scores_gemma":[0.5309508,0.3444672,0.01988561,0.03939353,0.06125072,0.004052077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005907066,0.0002186143,0.8750851,0.002157755,0.002769138,0.002914363,0.01426634,0.003314366,0.02140114,0.002502408,0.0035053,0.0659585],"study_design_scores_gemma":[0.0003732592,0.00200545,0.8346031,0.002183809,0.004005231,0.01710296,0.01575578,0.0389547,0.05045264,0.0118447,0.02212827,0.000589967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8687907,0.009332317,0.08886024,0.001910526,0.002017431,0.001144996,0.001428534,0.001380979,0.02513432],"genre_scores_gemma":[0.9687937,0.0005342551,0.02796449,0.0006139739,0.000169221,0.0001527199,0.0006894976,0.0002177683,0.0008644914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443303,"threshold_uncertainty_score":0.7633008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277178587187973,"score_gpt":0.2409357502383417,"score_spread":0.228163964366462,"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."}}