{"id":"W2127820741","doi":"10.4021/gr351w","title":"Efficacy of Narrow Band Imaging System Combined With Magnifying Endoscopy for Differentiating Type IIa Early Gastric Cancer From Adenoma","year":2011,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Medicine, Koisin University; Kosin University","keywords":"Medicine; Narrow-band imaging; Cancer; Adenoma; Radiology; Endoscopy; Gastroenterology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002815914,0.0003840247,0.0002323186,0.0008060636,0.0001519698,0.0004862,0.0002093522,0.0003842184,0.0007055867],"category_scores_gemma":[0.005684098,0.0002077208,0.0002716022,0.0002081652,0.0002741291,0.0005770064,0.0003553397,0.0002694691,0.0002237545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522262,"about_ca_system_score_gemma":0.0001499841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003367383,"about_ca_topic_score_gemma":0.0005999694,"domain_scores_codex":[0.9993574,0.00030181,0.00006374621,0.00009799606,0.0001293151,0.00004979639],"domain_scores_gemma":[0.9967054,0.001682578,0.0005605689,0.0002309669,0.0005316635,0.0002888802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004258267,0.0002222954,0.9090045,0.0001246972,0.0001190362,0.0003374474,0.0001502244,0.0003957613,0.02698755,0.00001860234,0.0001204043,0.05826119],"study_design_scores_gemma":[0.00005761277,0.004451478,0.9759023,0.00004827105,0.0003096534,0.002312975,0.0001761695,0.002841911,0.01304058,0.00004159455,0.0007951339,0.00002245542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965879,0.001482769,0.0008112824,0.00003485604,0.00001200084,0.00002389002,0.00001832484,0.00002192595,0.001007128],"genre_scores_gemma":[0.9980389,0.0002880684,0.001416469,0.00002539429,0.00002740754,0.000007689959,0.00005973423,0.000005113489,0.0001312539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002815914,"threshold_uncertainty_score":0.01489216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323853615472087,"score_gpt":0.3362391285589366,"score_spread":0.2630005924042157,"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."}}