{"id":"W2089465642","doi":"10.1007/s00464-007-9612-2","title":"Patient-centered measures for achalasia","year":2007,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital; Toronto General Hospital","funders":"Health Canada","keywords":"Achalasia; Medicine; Hepatology; Abdominal surgery; Internal medicine; General surgery; Gastroenterology; Esophagus","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":[0.0001455693,0.0001474565,0.0002547723,0.00006571026,0.00006129902,0.000009727823,0.00004112704,0.00007560799,0.0001456019],"category_scores_gemma":[0.00007303683,0.0001071296,0.0001755649,0.00008771348,0.00004207442,0.00003564764,0.00001764862,0.00009520618,0.00007841046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005896774,"about_ca_system_score_gemma":0.00002989196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004434991,"about_ca_topic_score_gemma":0.000001523121,"domain_scores_codex":[0.9988242,0.00001491312,0.0002340894,0.0002358614,0.0002706546,0.0004203059],"domain_scores_gemma":[0.999301,0.0001123968,0.00004657271,0.000180629,0.00007666336,0.0002827001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01165592,0.004016614,0.7023233,0.000243342,0.000894086,0.01185165,0.0005128125,0.000003073849,0.003217975,0.003577221,0.003219329,0.2584847],"study_design_scores_gemma":[0.1533213,0.01114868,0.2136996,0.0003069457,0.0007025973,0.0008257144,0.0002404351,0.00008082193,0.2581628,0.001216871,0.3598401,0.0004541667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987135,0.0002282384,0.000541596,0.0001177963,0.0002703058,0.0005640278,0.00002256916,0.00008501372,0.01103548],"genre_scores_gemma":[0.9965094,0.00001303959,0.002295921,0.0001469747,0.0001444761,0.00003062021,0.00006881759,0.00002271503,0.0007679904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886237,"threshold_uncertainty_score":0.436862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353252128874278,"score_gpt":0.3181883340257807,"score_spread":0.2946558127370379,"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."}}