{"id":"W2243746439","doi":"10.1111/jgh.12365_4","title":"Endoscopy Upper","year":2013,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Medicine; Endoscopy; Upper endoscopy; General surgery; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000264723,0.001430003,0.0007383895,0.001713272,0.001261923,0.001278388,0.000501341,0.001738758,0.3215305],"category_scores_gemma":[0.000840016,0.0003180781,0.001227419,0.0006947685,0.0004124036,0.001270457,0.001787167,0.002227313,0.1435363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004908291,"about_ca_system_score_gemma":0.000542334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553671,"about_ca_topic_score_gemma":0.003108559,"domain_scores_codex":[0.9997125,0.00002370651,0.00002293104,0.00006353794,0.00009869785,0.00007869929],"domain_scores_gemma":[0.9996458,0.00003072155,0.00002499207,0.00006926813,0.00006535872,0.0001638699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001074626,0.0004187715,0.016158,0.001034018,0.0001713929,0.02807075,0.0001723468,0.0001577188,0.03771779,0.002746519,0.4396432,0.472635],"study_design_scores_gemma":[0.0001800078,0.0006780523,0.04468513,0.0009907509,0.0001283172,0.06281679,0.0002136575,0.000302318,0.005331685,0.001849697,0.8827524,0.00007127696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04268517,0.02694236,0.01004628,0.01181726,0.005564226,0.0003885973,0.005445848,0.003946434,0.8931638],"genre_scores_gemma":[0.1688203,0.01965938,0.01068974,0.02024563,0.005946037,0.0002440078,0.01038313,0.00103057,0.7629812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3215305,"threshold_uncertainty_score":0.9677545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008372035585966303,"score_gpt":0.2484895420213696,"score_spread":0.2401175064354032,"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."}}