{"id":"W4417452672","doi":"10.1016/j.annemergmed.2025.08.001","title":"Correspondence","year":2025,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"","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":["insufficient_payload"],"category_scores_codex":[0.0005055442,0.0007868265,0.0005713977,0.001421885,0.001266495,0.001756368,0.0008044338,0.001753802,0.8645305],"category_scores_gemma":[0.003566906,0.0003311599,0.000400971,0.0004493994,0.0004324255,0.0009505394,0.001665313,0.001681665,0.6347623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000461809,"about_ca_system_score_gemma":0.001040797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003022688,"about_ca_topic_score_gemma":0.0008706934,"domain_scores_codex":[0.9994484,0.0001160888,0.00002267925,0.0001260128,0.000169741,0.0001171506],"domain_scores_gemma":[0.9978613,0.0005106864,0.00009215321,0.0001325928,0.0004148394,0.0009883608],"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":[0.0001668804,0.0001855597,0.001454821,0.0002448279,0.0000149836,0.0009423728,0.00009842828,0.0000713175,0.0006545067,0.00509177,0.819497,0.1715775],"study_design_scores_gemma":[0.00004292223,0.00005199691,0.0009138134,0.0001315061,0.000007902383,0.0009983154,0.00007990606,0.00004489134,0.0001953337,0.00102539,0.9965025,0.000005485411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002098761,0.0019237,0.0006344035,0.01033522,0.0104713,0.0002170736,0.001243473,0.0004650678,0.9726112],"genre_scores_gemma":[0.009895821,0.001011278,0.0005522781,0.005702423,0.00324769,0.00009453537,0.0006658792,0.0001615154,0.9786686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1354695,"threshold_uncertainty_score":0.1932308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1963017881023649,"score_gpt":0.4719325341083156,"score_spread":0.2756307460059507,"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."}}