{"id":"W4365479151","doi":"10.1097/cm9.0000000000002672","title":"Discriminating endoscopic features of sessile serrated lesions","year":2023,"lang":"en","type":"letter","venue":"Chinese Medical Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Peking Union Medical College","keywords":"Medicine; Hyperplastic Polyp; Colonoscopy; Chromoendoscopy; Colorectal cancer; Adenoma; Endoscopy; Narrow-band imaging; Cancer; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001992015,0.0006253103,0.0007104577,0.001573035,0.0003887318,0.001444789,0.0009439511,0.002608023,0.005046833],"category_scores_gemma":[0.01283048,0.0003819597,0.0003247586,0.0006323812,0.0006976294,0.001846551,0.0005536009,0.002482395,0.00201879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296956,"about_ca_system_score_gemma":0.0004450053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008358394,"about_ca_topic_score_gemma":0.001276614,"domain_scores_codex":[0.999188,0.0002187156,0.0001515195,0.0001384967,0.0002214192,0.00008182665],"domain_scores_gemma":[0.9932253,0.002556631,0.0007648055,0.0002033124,0.002330086,0.0009198958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001798859,0.0001430384,0.08619694,0.003067611,0.0003532021,0.04016912,0.0003542563,0.0004445608,0.005583797,0.001444762,0.5873343,0.2731096],"study_design_scores_gemma":[0.0002964136,0.0007006882,0.1050336,0.003765324,0.0008659932,0.3073816,0.001431706,0.006627056,0.005968857,0.004767524,0.5628251,0.000336046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.1318936,0.311048,0.01138426,0.2732531,0.2451383,0.0002466725,0.00165329,0.0006399743,0.02474279],"genre_scores_gemma":[0.4809538,0.06839015,0.007368504,0.05713736,0.3743792,0.00007587151,0.001101474,0.0002312099,0.01036239],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.005046833,"threshold_uncertainty_score":0.01688337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270273085560678,"score_gpt":0.3299954403917037,"score_spread":0.3029681318356359,"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."}}