{"id":"W4232674885","doi":"10.1213/xaa.0000000000000574","title":"To the Editor","year":2017,"lang":"en","type":"letter","venue":"A & A Case Reports","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Computer science","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":[0.0005752104,0.0002884441,0.000995553,0.00007944612,0.0001983874,0.00009086841,0.00007221984,0.0005365998,0.0001711643],"category_scores_gemma":[0.0009176891,0.0001631667,0.000885351,0.00005734929,0.00005414231,0.00002867452,0.00007065722,0.001027885,0.0002004248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006519658,"about_ca_system_score_gemma":0.0002317985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003890814,"about_ca_topic_score_gemma":0.00001524974,"domain_scores_codex":[0.9980041,0.00006954763,0.0004150489,0.0004819345,0.0006562318,0.0003731483],"domain_scores_gemma":[0.9969705,0.0003911073,0.0002794161,0.002056153,0.0001213389,0.0001814587],"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":[0.000006307489,0.000004922169,0.0002508175,0.00003441553,0.00007130076,0.4924407,0.0000344699,4.023993e-8,6.323133e-7,0.000002131173,0.5065979,0.0005563712],"study_design_scores_gemma":[0.0000626757,0.00003046467,0.0002395738,0.0000661646,0.0002617895,0.430119,0.000005402378,2.086774e-7,0.000003279151,0.000003285018,0.5690925,0.0001156816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002303953,0.0004059659,0.000006623382,0.9496157,0.008904685,0.0008354582,0.000008227251,0.0000782833,0.0378411],"genre_scores_gemma":[0.00410602,0.00001940214,0.00007613644,0.7386882,0.1300496,0.000131717,0.00008471052,0.00007099476,0.1267733],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2109275,"threshold_uncertainty_score":0.6653745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801934458094586,"score_gpt":0.2896471851384629,"score_spread":0.2716278405575171,"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."}}