{"id":"W157691497","doi":"10.1111/j.1572-0241.2004.41295_2.x","title":"CON: Patients with GERD Should Be Screened Once at Least for Barrett's Esophagus-Medicine or Magic?","year":2004,"lang":"en","type":"letter","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"GERD; Medicine; Esophagus; MAGIC (telescope); Gastroenterology; Barrett's esophagus; Internal medicine; Reflux; Disease; Adenocarcinoma; Astronomy","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":[0.002941571,0.001174517,0.002310958,0.0009570076,0.007284835,0.004244065,0.002631391,0.1121269,0.01999806],"category_scores_gemma":[0.01802704,0.001352642,0.001655425,0.001098671,0.002647863,0.003561656,0.001852407,0.04876172,0.0164867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006597518,"about_ca_system_score_gemma":0.008231051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488758,"about_ca_topic_score_gemma":0.04079691,"domain_scores_codex":[0.9968038,0.0007099658,0.0005005157,0.0004103448,0.0007289363,0.0008465084],"domain_scores_gemma":[0.9917256,0.003084323,0.0008183866,0.0002319217,0.001575255,0.002564628],"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":[0.0001622764,0.0001373149,0.003002028,0.00006051664,0.00003157831,0.00201819,0.0001149404,0.00008970174,0.0002074252,0.001700687,0.9832925,0.009182777],"study_design_scores_gemma":[0.0007132047,0.0003528108,0.009792426,0.0007125578,0.000138629,0.003553707,0.000831623,0.0008251851,0.0003278943,0.005365558,0.9772584,0.0001281025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007693743,0.0007461478,0.00005433708,0.9823979,0.009806978,0.00001782549,0.00007474536,0.00002507402,0.006107632],"genre_scores_gemma":[0.002412,0.0004076393,0.0001259308,0.9717008,0.01124343,0.00003693003,0.00004224151,0.00001254094,0.01401847],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1121269,"threshold_uncertainty_score":0.06690019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358817600159791,"score_gpt":0.3166226139031021,"score_spread":0.280740853887123,"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."}}