{"id":"W2146773560","doi":"10.5430/jbgc.v2n2p104","title":"Oesophageal pain: A tough nut to crack the role of high resolution manometry guided segmental oesophageal myotomy","year":2012,"lang":"en","type":"article","venue":"Journal of Biomedical Graphics and Computing","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myotomy; Heartburn; Reflux; High resolution manometry; Esophageal spasm; Hiatal hernia; Botulinum toxin; Supine position; Achalasia; Nissen fundoplication; Esophageal motility disorder; Surgery; Esophagus; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001858845,0.0002047762,0.0005010324,0.0003785836,0.0001779039,0.00002682443,0.0001717111,0.0001308246,0.00003340797],"category_scores_gemma":[0.0002088537,0.0001261328,0.0002282911,0.0006174844,0.0002233563,0.0001035214,0.0001443292,0.0004162719,0.00000257493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000618523,"about_ca_system_score_gemma":0.00006881482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002150634,"about_ca_topic_score_gemma":3.06451e-7,"domain_scores_codex":[0.9975709,0.0001662501,0.0008122395,0.0001672205,0.0008252748,0.0004581702],"domain_scores_gemma":[0.9983302,0.0002406766,0.0004401586,0.0001833678,0.0001727642,0.0006327797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000529297,0.002776785,0.8393059,0.0002853021,0.001302322,0.001016655,0.002037026,0.00001587373,0.002958108,0.003115241,0.002712111,0.1439454],"study_design_scores_gemma":[0.004970293,0.003939445,0.9791898,0.0004909919,0.0005319905,0.001857532,0.000753606,0.002977803,0.002053185,0.001450704,0.001603915,0.0001807624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927941,0.002428232,0.003270697,0.0008211746,0.000331406,0.0002394823,0.000009573098,0.00001249326,0.00009283663],"genre_scores_gemma":[0.9936748,0.00004933722,0.004547593,0.0007828206,0.0008930691,0.000001776025,0.00001045779,0.00001801037,0.00002212245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437646,"threshold_uncertainty_score":0.5143548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219840082495639,"score_gpt":0.2709830819118689,"score_spread":0.2587846810869125,"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."}}