{"id":"W4200291477","doi":"10.1503/cmaj.202893","title":"Boerhaave syndrome","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical history; Emergency department; Medicine; Abdominal pain; Past medical history; Reflux; General surgery; Surgery; Disease; Internal medicine; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007235456,0.00007151208,0.0002185539,0.00009739064,0.0001412391,0.00003037027,0.00006479475,0.0003477088,0.01657989],"category_scores_gemma":[0.002285037,0.0000642437,0.000104697,0.0001988215,0.00002260047,0.00004567023,0.00001062636,0.0009029928,0.0006619607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567202,"about_ca_system_score_gemma":0.00462713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000255032,"about_ca_topic_score_gemma":0.005214423,"domain_scores_codex":[0.998342,0.0001106127,0.0002610194,0.0001177495,0.0007908082,0.0003778099],"domain_scores_gemma":[0.9973999,0.00007618654,0.0000769605,0.0000843755,0.000401074,0.001961536],"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":[0.000009671072,0.00009871215,0.4012078,0.00002434173,0.0002683687,0.2366659,0.0002966785,7.335533e-7,0.0001409422,0.001138487,0.3124325,0.04771578],"study_design_scores_gemma":[0.001398991,0.0001132044,0.4065755,0.00008275305,0.00005796455,0.09666797,0.0002261275,0.00003669288,0.00008602542,0.000434095,0.4942074,0.0001132295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7553204,0.001446037,0.00009814998,0.2019966,0.001875636,0.00007712193,0.00001961194,0.00003072113,0.03913572],"genre_scores_gemma":[0.9330389,0.0001446165,0.0002949791,0.05376641,0.00136594,0.000002200217,0.00002036789,0.00001367071,0.01135289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1817749,"threshold_uncertainty_score":0.9843191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006959893131748581,"score_gpt":0.2398964197168356,"score_spread":0.232936526585087,"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."}}