{"id":"W4283266349","doi":"10.14740/gr1501","title":"Investigating Defects of Esophageal Motility in Lung Transplant Recipients","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Louisville","keywords":"Medicine; Internal medicine; Gastroenterology; GERD; Esophagus; Transplantation; Lung; Reflux; Incidence (geometry); Lung transplantation; High resolution manometry; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663543,0.0002419448,0.0002335348,0.0008621102,0.0002890131,0.0004131219,0.0001787682,0.0003094108,0.001164553],"category_scores_gemma":[0.0008658416,0.00009941214,0.0002139467,0.000493095,0.0002213465,0.0003472806,0.0003860697,0.0003075275,0.0002177526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211647,"about_ca_system_score_gemma":0.0002101729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008582346,"about_ca_topic_score_gemma":0.0009913386,"domain_scores_codex":[0.9997978,0.00004623853,0.00003122812,0.00002859361,0.00004317021,0.00005302416],"domain_scores_gemma":[0.9993174,0.0001181731,0.0003284178,0.00002021521,0.00007992197,0.0001358702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008345821,0.00001949423,0.9974943,0.00001194111,0.000007774373,0.0002416187,0.00004478615,0.00001470176,0.0007551101,0.000003355535,0.00002128211,0.001302149],"study_design_scores_gemma":[0.000003832793,0.0003588123,0.9971141,0.000006633737,0.00001574788,0.00165191,0.0001798334,0.00006542714,0.0004499033,0.000006602551,0.000145337,0.000001788715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991328,0.0003823053,0.00004953396,0.00001724896,0.000002560422,0.000007156141,0.00006072843,0.000002164192,0.0003455766],"genre_scores_gemma":[0.9994917,0.0001847441,0.00009444324,0.00001944943,0.00000608554,0.000004923372,0.0001004459,7.230973e-7,0.00009741796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001164553,"threshold_uncertainty_score":0.003895819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08006908020646997,"score_gpt":0.4063868109304384,"score_spread":0.3263177307239684,"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."}}