{"id":"W3173195792","doi":"10.14740/gr1387","title":"Esophageal Food Impaction: A Retrospective Chart Review","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Impaction; Retrospective cohort study; Esophagitis; Esophagus; Internal medicine; Incidence (geometry); Gastroenterology; Surgery; General surgery; Disease; Reflux","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":[0.0009090772,0.0003546026,0.000590297,0.00400818,0.0005696793,0.0006490233,0.0004793504,0.0003854381,0.002517276],"category_scores_gemma":[0.002558314,0.0004188294,0.0003825347,0.004503495,0.0004299378,0.0007299672,0.0005661721,0.0003016643,0.0005361036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009243332,"about_ca_system_score_gemma":0.00139609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004709425,"about_ca_topic_score_gemma":0.005529047,"domain_scores_codex":[0.9987779,0.0001844452,0.0003586921,0.0002612879,0.0002740016,0.0001436069],"domain_scores_gemma":[0.9950052,0.0009014416,0.002774732,0.0002258215,0.0007907783,0.0003020068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009752584,0.00006248127,0.9864075,0.0003822736,0.00004874035,0.004869317,0.000362521,0.00005194141,0.0003346783,0.0000401338,0.001182218,0.0061606],"study_design_scores_gemma":[0.00003034144,0.000352633,0.9777335,0.0003191234,0.0001015991,0.01461075,0.001459255,0.0002282409,0.0003847774,0.00003182104,0.004722307,0.00002566361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845019,0.005762286,0.0004380855,0.0001266665,0.00003455201,0.0005104577,0.006507504,0.00003519413,0.002083387],"genre_scores_gemma":[0.9907245,0.002860278,0.0007263725,0.0001916557,0.00006065585,0.0002655268,0.004860074,0.000009377713,0.0003015265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004709425,"threshold_uncertainty_score":0.009364009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08596055010608318,"score_gpt":0.4121542530448479,"score_spread":0.3261937029387647,"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."}}