{"id":"W127192687","doi":"","title":"Esophageal perforation in closed neck trauma.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Perforation; General surgery; Surgery","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":[0.0005885296,0.00008378055,0.0001727104,0.0001511902,0.00002462521,0.000005655932,0.00004297866,0.000108164,0.00004509965],"category_scores_gemma":[0.00009430906,0.00007263856,0.00004291856,0.0002169917,0.00003534513,0.00006249322,0.00001208024,0.0001824193,0.00004508837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168563,"about_ca_system_score_gemma":0.00001381251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001742587,"about_ca_topic_score_gemma":0.0000774248,"domain_scores_codex":[0.9990795,0.00002077547,0.0002236716,0.000179326,0.0001293961,0.0003673698],"domain_scores_gemma":[0.9996386,0.00003556034,0.00003438433,0.0001362578,0.00002661392,0.0001285923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002777623,0.0002139052,0.3635326,0.00003818294,0.000008864466,0.0009695226,0.0002889339,0.000002306693,0.0002175547,0.0006602564,0.0003307025,0.6334594],"study_design_scores_gemma":[0.001681369,0.00006798306,0.9938614,0.000004196269,0.0000126309,0.00007121068,0.00003604944,0.00003241484,0.002899879,0.0002144581,0.001061444,0.00005700856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798951,0.0002852142,0.0001310839,0.0005256126,0.0002496905,0.0005614021,0.000001277492,0.00004958761,0.01830107],"genre_scores_gemma":[0.9954875,0.000006073551,0.0003718273,0.0007415113,0.0002798388,0.0001395877,0.00001980423,0.00001124149,0.002942664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6334024,"threshold_uncertainty_score":0.2962114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215402232986959,"score_gpt":0.2573069783802239,"score_spread":0.2351529560503543,"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."}}