{"id":"W4234215854","doi":"10.1097/ta.0b013e31818915f1","title":"Letters to the Editor","year":2008,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Philosophy; Psychology","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":[0.0002728636,0.00008206279,0.000158114,0.000055555,0.0005054587,0.00001415882,0.00007513163,0.00003569439,0.0000540613],"category_scores_gemma":[0.0002606914,0.00004275381,0.0001064266,0.000149126,0.0002120392,0.00007493951,0.0000170202,0.0002952194,0.00001425713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003467446,"about_ca_system_score_gemma":0.00004234176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003933399,"about_ca_topic_score_gemma":0.00001014293,"domain_scores_codex":[0.9992406,0.00008982527,0.0002419589,0.00006452508,0.0002290445,0.0001340505],"domain_scores_gemma":[0.9989954,0.0002790922,0.00004189351,0.0001539755,0.0003748549,0.0001548236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001863498,0.0004281083,0.0543277,0.0001878978,0.0001820351,0.00005936616,0.01046036,0.00004350982,0.009166144,0.002238653,0.9002378,0.02080492],"study_design_scores_gemma":[0.0005421573,0.00238045,0.5666878,0.0001718502,0.0007783396,0.007549674,0.003119446,0.0000102402,0.005240277,0.0005549981,0.4127149,0.0002498502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668936,0.0004938497,0.001413707,0.02918075,0.001374983,0.0001108496,0.00000532998,0.00001188678,0.0005150146],"genre_scores_gemma":[0.9921509,0.0001075046,0.00005347114,0.002900369,0.004734891,0.000004129836,6.784639e-7,0.00000745128,0.00004059162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123601,"threshold_uncertainty_score":0.3887631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143180506414568,"score_gpt":0.3071807772795209,"score_spread":0.2857489722153752,"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."}}