{"id":"W4247855818","doi":"10.1213/xaa.0000000000001382","title":"In Response","year":2021,"lang":"en","type":"letter","venue":"A&A Practice","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Chemistry; Programming language; Psychology","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":[0.002303035,0.0009694679,0.001093903,0.0007466114,0.004448897,0.003494099,0.001888646,0.03567832,0.03940279],"category_scores_gemma":[0.01901794,0.0006133564,0.001063281,0.0005379897,0.001441955,0.002487113,0.001736186,0.03014958,0.03074932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003703261,"about_ca_system_score_gemma":0.003708035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053294,"about_ca_topic_score_gemma":0.01992172,"domain_scores_codex":[0.9980702,0.0004267907,0.0001686468,0.0002631975,0.0006240038,0.0004471742],"domain_scores_gemma":[0.994485,0.001682371,0.0003217199,0.0001495184,0.001873916,0.001487487],"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":[0.00002019611,0.000009305057,0.000163777,0.00001293508,0.000002592318,0.0003880666,0.00003670726,0.00001141189,0.00002686027,0.000297464,0.99761,0.001420732],"study_design_scores_gemma":[0.00006078639,0.00004166519,0.00104359,0.0001852561,0.00001044693,0.00128811,0.0006131248,0.0001325919,0.0001047242,0.001375746,0.9951097,0.00003419322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002893243,0.0005789869,0.00006182103,0.9607484,0.03032978,0.00002988963,0.0001585835,0.00009017024,0.007713045],"genre_scores_gemma":[0.001911261,0.0004337628,0.00009513356,0.9610345,0.01426213,0.0000451832,0.00008021086,0.00003334315,0.02210441],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03940279,"threshold_uncertainty_score":0.1318154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011027739368321,"score_gpt":0.3498982098766231,"score_spread":0.2997879324829399,"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."}}