{"id":"W2025671276","doi":"10.1097/mcg.0b013e31803238d6","title":"GERD","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; GERD; Gastroenterology; Dermatology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00191657,0.0001068573,0.0006968127,0.000132653,0.00001802354,0.000004334579,0.0001016936,0.0001190935,0.0001387999],"category_scores_gemma":[0.0005818912,0.00007184304,0.0004812257,0.00005082453,0.0001228984,0.00005272141,0.00002919513,0.0005373068,0.00004709624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002498961,"about_ca_system_score_gemma":0.00005607355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.655582e-7,"about_ca_topic_score_gemma":0.000001395497,"domain_scores_codex":[0.9977077,0.0000867344,0.001491959,0.0001214394,0.0002569286,0.0003352016],"domain_scores_gemma":[0.9983003,0.0002317982,0.0006328654,0.0001553468,0.0002258728,0.0004538541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003553472,0.0007197005,0.9754476,0.00000639881,0.0002664276,0.006814882,0.000009583922,7.271029e-7,0.00006288133,0.00001718509,0.0009501082,0.01215103],"study_design_scores_gemma":[0.006311431,0.01083545,0.9758815,0.00001826401,0.0001819063,0.004960806,0.000007381479,0.000002761889,0.00008303156,0.00009959614,0.001603385,0.00001451521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938372,0.00002937006,0.003320656,0.0006621631,0.0009432693,0.00006589858,8.674375e-7,0.000008209029,0.001132395],"genre_scores_gemma":[0.9883663,0.00002884617,0.007540466,0.002802768,0.0009593932,2.645303e-7,0.000001313658,0.00001136484,0.0002892835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213651,"threshold_uncertainty_score":0.2929674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05969910638003817,"score_gpt":0.4503192234977855,"score_spread":0.3906201171177473,"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."}}