{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005402796,0.001184803,0.002139597,0.001157011,0.01038935,0.009460089,0.003513853,0.1303181,0.01622861],"category_scores_gemma":[0.04335224,0.001706387,0.001996214,0.0008264509,0.005060733,0.004716564,0.004850316,0.0807297,0.01030429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007769221,"about_ca_system_score_gemma":0.01213048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01408966,"about_ca_topic_score_gemma":0.02639065,"domain_scores_codex":[0.9936899,0.00127157,0.0005785642,0.001040908,0.00146195,0.001957042],"domain_scores_gemma":[0.9886469,0.004982935,0.001004373,0.0003538087,0.001754288,0.003257614],"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":[0.00002220956,0.00001179939,0.0004138718,0.00003576374,0.00001701174,0.001483862,0.000265884,0.00003779115,0.00007949604,0.001988545,0.9934393,0.002204494],"study_design_scores_gemma":[0.00009227487,0.00006395126,0.001622919,0.000750159,0.00007061283,0.002640356,0.001803299,0.0003164231,0.0002261398,0.01080591,0.9814699,0.0001380569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002467234,0.00100679,0.00005154636,0.9752934,0.02021614,0.00001126596,0.0000271133,0.00001953095,0.003127566],"genre_scores_gemma":[0.001260534,0.0002764024,0.00003943683,0.9839431,0.008867711,0.00001506386,0.000008352195,0.00001114204,0.005578277],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1303181,"threshold_uncertainty_score":0.05636996,"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."}}