{"id":"W3048463930","doi":"10.1056/nejmc2019467","title":"Ingestion of Caustic Substances","year":2020,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Charles-Le Moyne","funders":"","keywords":"Ingestion; Caustic (mathematics); Environmental science; Medicine; Internal medicine; Physics","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":[0.0004135059,0.0002208671,0.001266008,0.0002983887,0.00001852698,0.000002290709,0.0001464444,0.0003150506,0.0003327546],"category_scores_gemma":[0.001019887,0.0001339263,0.0001313195,0.0001956089,0.0002021843,0.00003766715,0.00001505384,0.002222819,0.000006908353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003795464,"about_ca_system_score_gemma":0.0002893381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002607225,"about_ca_topic_score_gemma":0.00000562844,"domain_scores_codex":[0.9979859,0.0001257795,0.0008580203,0.0001556826,0.0006832732,0.0001913622],"domain_scores_gemma":[0.9979857,0.0003912533,0.0009345104,0.0001584994,0.0003188672,0.000211177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007664592,0.00001899751,0.001864182,0.0007179718,0.0001634889,0.02036399,0.000804909,0.00000274094,0.0007869808,0.00001282319,0.9475468,0.02695061],"study_design_scores_gemma":[0.03941065,0.008323896,0.003088018,0.004531332,0.002228664,0.01456597,0.00008686628,0.00001434427,0.0004722112,0.002517893,0.9245718,0.0001883462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01017929,0.01330079,0.0004033139,0.9733409,0.001668303,0.0001224357,0.00000584947,0.00001158923,0.0009675858],"genre_scores_gemma":[0.2275945,0.002817007,0.0009684759,0.6576641,0.1074699,0.000001029809,0.0001085107,0.00006006058,0.00331629],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3156767,"threshold_uncertainty_score":0.9657167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323715226341132,"score_gpt":0.2862258979170659,"score_spread":0.2529887456536546,"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."}}