{"id":"W2290317229","doi":"10.1177/0333102415616875","title":"Reply to Dr. Merry’s Letter to the Editor","year":2015,"lang":"en","type":"letter","venue":"Cephalalgia","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Family medicine; Classics; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007619882,0.0006358126,0.0007800954,0.0003977829,0.0001416842,0.000130208,0.0006911242,0.0008005913,0.0002626461],"category_scores_gemma":[0.000989269,0.0004622119,0.0002656592,0.0006136799,0.00008630898,0.0001073623,0.0002266366,0.002281893,0.007265667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005432112,"about_ca_system_score_gemma":0.0003669791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171886,"about_ca_topic_score_gemma":0.00001821985,"domain_scores_codex":[0.9955053,0.0002073569,0.0006602136,0.001066015,0.001669427,0.0008917051],"domain_scores_gemma":[0.9963698,0.0002226961,0.0002101991,0.002030475,0.0006903526,0.0004764148],"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":[0.0001083662,0.00002980538,0.00007415612,0.0001858017,0.00009743311,0.0004173207,0.001202149,0.000003130747,0.000543186,0.000002667637,0.9926773,0.004658658],"study_design_scores_gemma":[0.000672082,0.0003352834,0.00197252,0.0003258527,0.0002618156,0.00006300455,0.00007432467,0.000004005075,0.0004238145,0.00003355488,0.995335,0.000498763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009465535,0.0003611218,0.000209698,0.9653016,0.02579552,0.002143981,0.0001336892,0.0002621668,0.004845675],"genre_scores_gemma":[0.0006213165,0.000006505935,0.0008357941,0.8190575,0.1455467,0.0003129949,0.0004902309,0.0001990293,0.03292991],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1462441,"threshold_uncertainty_score":0.999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314715149065142,"score_gpt":0.2954057289172959,"score_spread":0.2622585774266445,"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."}}