{"id":"W4205350917","doi":"10.1136/rapm-2022-103476","title":"In reply","year":2022,"lang":"en","type":"letter","venue":"Regional Anesthesia & Pain Medicine","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; St. Michael's Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; General surgery; Orthopedic surgery; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001022878,0.0004402035,0.0009558751,0.000484283,0.00008417166,0.000005684298,0.0002867851,0.0002959422,0.007516891],"category_scores_gemma":[0.00005261773,0.000359424,0.0002236561,0.0004938815,0.0002800911,0.00004389244,0.00001617447,0.001889685,0.00008217503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273797,"about_ca_system_score_gemma":0.000202551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005199353,"about_ca_topic_score_gemma":0.000007335126,"domain_scores_codex":[0.9964455,0.0005101585,0.0005974189,0.0006664403,0.001263699,0.0005168028],"domain_scores_gemma":[0.9985738,0.0004114049,0.0001972949,0.000637813,0.00004604955,0.0001336657],"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":[0.0001818539,0.0001128185,0.001208293,0.0003315408,0.00005512578,0.01606577,0.0001890586,0.000001038788,0.00001265236,0.0001318272,0.9814331,0.0002769421],"study_design_scores_gemma":[0.001604138,0.001087521,0.002655463,0.0006553869,0.00009996005,0.002252316,0.0002895026,0.00004648941,0.000001037172,0.0007122456,0.9902863,0.0003096667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002638628,0.00220056,0.000006711389,0.9931834,0.00002653368,0.0006502665,1.821552e-7,0.00007944635,0.001214309],"genre_scores_gemma":[0.0002335696,0.0004554936,0.00004661453,0.9776715,0.003205095,0.0002394301,0.001211929,0.00008617512,0.01685019],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01563588,"threshold_uncertainty_score":0.9998858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120053838791062,"score_gpt":0.2720110750390207,"score_spread":0.2408105366511101,"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."}}