{"id":"W4385477289","doi":"10.5056/jnm23024","title":"Altered Esophageal Smooth Muscle Phenotype in Achalasia","year":2023,"lang":"en","type":"article","venue":"Journal of Neurogastroenterology and Motility","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Kingston General Hospital","funders":"Queen's University","keywords":"Achalasia; Medicine; Myotomy; Esophagus; Pathology; Myosin; Immunocytochemistry; Internal medicine; Endocrinology; Gastroenterology; Biology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003091911,0.0001336429,0.0003877977,0.0002408475,0.00003466544,0.000007553605,0.00007399353,0.0000647668,0.00002913201],"category_scores_gemma":[0.0001025615,0.0001059949,0.0001052929,0.0001415746,0.00009345531,0.00009839774,0.00005437524,0.0003681067,0.000012337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002892029,"about_ca_system_score_gemma":0.00002858382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003077118,"about_ca_topic_score_gemma":0.000005821779,"domain_scores_codex":[0.9988099,0.0001266372,0.0003990938,0.0001864609,0.0001596685,0.0003182678],"domain_scores_gemma":[0.9993945,0.00004808937,0.0001555066,0.0001477038,0.00006124225,0.0001929195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000230209,0.0003103836,0.9903574,0.00002748512,0.00004398937,0.003425455,0.0001019381,0.00001076234,0.0006887411,0.000005644549,0.0001456636,0.004652308],"study_design_scores_gemma":[0.00367445,0.001873318,0.9936051,0.00001743289,0.00005738826,0.0003673272,0.00001798668,0.00009465396,0.00004749799,0.0001259991,0.0001092581,0.000009588738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985592,0.00004763531,0.00002470743,0.0008376993,0.0003138904,0.0001171455,0.000006230242,0.00001848656,0.00007501346],"genre_scores_gemma":[0.9991479,0.00006496885,0.0001720036,0.0004334357,0.0001036607,0.000002005921,0.000005168517,0.00001108268,0.00005979564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004642719,"threshold_uncertainty_score":0.4322349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983630563856852,"score_gpt":0.2884945174126685,"score_spread":0.2686582117741,"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."}}