{"id":"W2312350526","doi":"10.1097/pas.0000000000000288","title":"High-grade Dysplasia Versus Carcinoma","year":2014,"lang":"en","type":"letter","venue":"The American Journal of Surgical Pathology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Carcinoma; Medicine; Dysplasia; Pathology","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":[0.001572036,0.0002032699,0.0007532488,0.0007340935,0.001880018,0.001440714,0.0005168242,0.008007489,0.01231365],"category_scores_gemma":[0.01776431,0.0002249616,0.0003457493,0.0006587119,0.00110147,0.001235022,0.0006156077,0.005873307,0.004096393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504066,"about_ca_system_score_gemma":0.001805869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003960001,"about_ca_topic_score_gemma":0.007614376,"domain_scores_codex":[0.9986659,0.0004481183,0.0001340631,0.000185205,0.0003161802,0.0002505083],"domain_scores_gemma":[0.9953408,0.002583015,0.0003659362,0.00009621555,0.0008121402,0.0008017895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002330395,0.00003336706,0.007703892,0.00008079147,0.00001171392,0.003124777,0.000136069,0.00004149609,0.0001751465,0.006284089,0.9502366,0.03193906],"study_design_scores_gemma":[0.0004698046,0.0002648813,0.03108675,0.002449459,0.00007919746,0.03368613,0.002036486,0.0006199334,0.0005663894,0.03419302,0.8944652,0.00008266274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.005226921,0.007524034,0.00006003175,0.9444737,0.01194204,0.00001328201,0.0001235508,0.00001447555,0.03062186],"genre_scores_gemma":[0.1168954,0.01401912,0.0002553246,0.7600005,0.07795878,0.00005300665,0.0002352945,0.00003487551,0.0305477],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01231365,"threshold_uncertainty_score":0.04119319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501386913798517,"score_gpt":0.2775428486428995,"score_spread":0.2525289795049144,"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."}}