{"id":"W1852866163","doi":"10.1111/j.1442-2050.2012.01385.x","title":"Pattern of esophageal eosinophilic infiltration in patients with achalasia and response to Heller myotomy and Dor fundoplication","year":2012,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Achalasia; Dysphagia; Eosinophilic esophagitis; Heller myotomy; Gastroenterology; GERD; Internal medicine; Myotomy; Esophagus; Surgery; Reflux; Disease","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":[0.0003723516,0.0001795489,0.0004195607,0.0008980399,0.0002547943,0.0003651823,0.0002251118,0.0004086161,0.001231157],"category_scores_gemma":[0.001741148,0.0001884462,0.0003229004,0.0005931606,0.0003220893,0.0003352363,0.000327644,0.0003455713,0.0002429788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856805,"about_ca_system_score_gemma":0.0001269512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009429842,"about_ca_topic_score_gemma":0.001202452,"domain_scores_codex":[0.9996457,0.00007429117,0.0000509632,0.00007342453,0.00007997308,0.00007561684],"domain_scores_gemma":[0.9988146,0.00027801,0.0005527001,0.00004788809,0.00007453059,0.0002323192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001437998,0.00001442451,0.9976518,0.000005320343,0.00001700287,0.0009757375,0.00004865983,0.000018782,0.0004523066,0.000005163243,0.00002467965,0.0006423781],"study_design_scores_gemma":[0.00000553445,0.00009023272,0.9968965,0.000002938935,0.000008334255,0.002774513,0.00007666508,0.00004708178,0.00004499028,0.000004341447,0.00004662028,0.00000233473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994286,0.0002173786,0.00002504456,0.00001791444,0.000003008018,0.000003348159,0.00004580034,0.000002016411,0.0002568205],"genre_scores_gemma":[0.9997565,0.00006252879,0.00002685875,0.00001571998,0.00000795628,0.000003006407,0.00007629369,6.703327e-7,0.00005043014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231157,"threshold_uncertainty_score":0.004118681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004207053640880384,"score_gpt":0.2219513426664259,"score_spread":0.2177442890255455,"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."}}