{"id":"W2031530630","doi":"10.1503/cmaj.070340","title":"Penetrating pharyngeal injury in an infant","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario","funders":"","keywords":"Choking; Vomiting; Medicine; Witness; Emergency department; Poison control; Medical emergency; Injury prevention; Suicide prevention; Pediatrics; Surgery; Psychiatry; Computer science; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002985216,0.00008620133,0.0001724396,0.0004216956,0.0001098299,0.00006297265,0.0001085947,0.0002307529,0.002682694],"category_scores_gemma":[0.001065024,0.00008231877,0.00005529818,0.0002930822,0.00001665407,0.0002167798,0.000008102953,0.0007976008,0.00006247385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008779219,"about_ca_system_score_gemma":0.001057408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697965,"about_ca_topic_score_gemma":0.1644152,"domain_scores_codex":[0.9979448,0.00005945049,0.0004275524,0.0001233375,0.000943341,0.0005015555],"domain_scores_gemma":[0.9978386,0.00009721285,0.0001118742,0.00007345945,0.0001378327,0.001741086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001915009,0.00004878681,0.8821429,0.000004935222,0.00002181471,0.001099165,0.0002089558,4.423074e-7,0.00002722402,0.0001649911,0.01634796,0.09991366],"study_design_scores_gemma":[0.001181897,0.0001801445,0.9420271,0.00007064021,0.00001896278,0.00008893724,0.0003971445,0.00009280102,0.00002990693,0.00005348431,0.05576457,0.00009439086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756007,0.0000651757,0.0000332305,0.009123445,0.0004378041,0.0001080068,0.000003026291,0.00001732883,0.01461129],"genre_scores_gemma":[0.985166,0.0000410566,0.0001991634,0.0129221,0.001464188,0.000002268679,0.00001111286,0.00001108941,0.0001830689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607172,"threshold_uncertainty_score":0.998229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263847372396756,"score_gpt":0.289439759610193,"score_spread":0.2768012858862255,"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."}}