{"id":"W2342080127","doi":"10.1097/ta.0000000000001083","title":"Re","year":2016,"lang":"en","type":"letter","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Foothills; Library science; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413739,0.0002492896,0.0005249667,0.0001843703,0.0002043739,0.00004997096,0.0001238187,0.0003644011,0.0006314535],"category_scores_gemma":[0.000227623,0.0001339475,0.000267613,0.00007987046,0.0003048703,0.0001063896,0.00005051101,0.001373985,0.00002347836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127068,"about_ca_system_score_gemma":0.00006454782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005628585,"about_ca_topic_score_gemma":0.00001960774,"domain_scores_codex":[0.9983056,0.0001660986,0.0005227279,0.0001609919,0.0005309369,0.0003136414],"domain_scores_gemma":[0.9984602,0.0003590195,0.000177397,0.0002661296,0.000600718,0.0001365587],"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":[0.00009328855,0.00003342983,0.001248908,0.0006854193,0.0001261624,0.0002148409,0.0002673678,5.492651e-8,0.000009084009,0.0002200854,0.9831609,0.01394049],"study_design_scores_gemma":[0.0006900181,0.001900954,0.006126294,0.001006318,0.001491856,0.0006052928,0.0005602359,2.317943e-7,0.0001376622,0.001154928,0.9861442,0.0001819571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01462938,0.00427771,0.0004789736,0.9682513,0.001874112,0.0003489754,0.00006113304,0.00003415582,0.01004429],"genre_scores_gemma":[0.65194,0.003840511,0.00003325785,0.3319934,0.01158813,0.000007493717,0.00001446877,0.00005187551,0.0005307774],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6373107,"threshold_uncertainty_score":0.6913974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418430972659148,"score_gpt":0.326487963906392,"score_spread":0.3023036541798005,"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."}}