{"id":"W2472451943","doi":"10.1097/aap.0000000000000271","title":"Reply to Dr Johnston","year":2015,"lang":"en","type":"letter","venue":"Regional Anesthesia & Pain Medicine","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; General surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001709762,0.0006461727,0.001580857,0.0003903903,0.00008538554,0.00001478503,0.0003540526,0.0009666524,0.0004699492],"category_scores_gemma":[0.002356173,0.0004332107,0.0002487719,0.0005246234,0.0004282905,0.00003044021,0.00002062138,0.001558254,0.0006829898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760656,"about_ca_system_score_gemma":0.0004322097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002639285,"about_ca_topic_score_gemma":0.000002266133,"domain_scores_codex":[0.9954953,0.0003910961,0.000762766,0.0008551585,0.001750542,0.0007451773],"domain_scores_gemma":[0.9961299,0.001473298,0.0002293383,0.0008898109,0.0005389589,0.0007386486],"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":[0.0001694052,0.0001000682,0.0004717534,0.0004090062,0.00006036089,0.01332175,0.0001467631,0.00000102051,0.00001031273,0.0002607656,0.984641,0.0004077805],"study_design_scores_gemma":[0.001107765,0.002263508,0.0005265414,0.002288084,0.0002421065,0.002835042,0.0001032537,0.00002905982,0.000002932704,0.001511366,0.9886317,0.0004586072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005242125,0.002733034,0.0003903265,0.9937582,0.00003221528,0.0009349674,4.558127e-7,0.0002101864,0.001416402],"genre_scores_gemma":[0.00007793487,0.0004357703,0.0005267868,0.9787432,0.00659405,0.0001128793,0.00088575,0.000109723,0.01251394],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01501503,"threshold_uncertainty_score":0.9998119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05571622207603923,"score_gpt":0.2984400872998116,"score_spread":0.2427238652237723,"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."}}