{"id":"W4410518601","doi":"10.1016/j.annemergmed.2025.01.012","title":"In reply:","year":2025,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005902376,0.001308318,0.002401136,0.001509309,0.01295521,0.0106229,0.003788244,0.1320829,0.02151946],"category_scores_gemma":[0.04332505,0.001665185,0.002138988,0.001344485,0.00481015,0.005142665,0.0053368,0.08314371,0.01472347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008022043,"about_ca_system_score_gemma":0.01290654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01573003,"about_ca_topic_score_gemma":0.02810153,"domain_scores_codex":[0.9935749,0.001167315,0.00071755,0.000932182,0.00167094,0.001937062],"domain_scores_gemma":[0.9846645,0.006084827,0.001275687,0.0004589384,0.003159822,0.004356216],"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":[0.00001973568,0.00001187999,0.0004513414,0.0000359498,0.00001520768,0.001248336,0.0002352416,0.0000292381,0.00006178897,0.0009838755,0.9951567,0.001750699],"study_design_scores_gemma":[0.00009064927,0.00004414898,0.001611153,0.0004730888,0.00007195747,0.001998923,0.001856794,0.0002579035,0.0001995042,0.004607122,0.988658,0.0001307523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002377021,0.000612921,0.00005218331,0.9658298,0.03057413,0.00001654806,0.0000369634,0.00002429248,0.00261542],"genre_scores_gemma":[0.0009114996,0.0002053927,0.00004464832,0.9844376,0.01011758,0.00002115395,0.00001207998,0.00001165667,0.004238568],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9784805,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109374569743541,"score_gpt":0.4930787720373619,"score_spread":0.3837042022938209,"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."}}