{"id":"W4404257869","doi":"10.29173/cjen244","title":"Cover Art - Triage","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Cover (algebra); Triage; Geography; Medical emergency; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001913725,0.00006887562,0.0001429541,0.0003172663,0.00005474122,0.00001698663,0.00003957356,0.00004849665,0.00429416],"category_scores_gemma":[0.00013652,0.00005504494,0.0002158607,0.0002542067,0.00003884222,0.000123113,6.587941e-7,0.0001784915,0.0001174663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583181,"about_ca_system_score_gemma":0.0007616486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459088,"about_ca_topic_score_gemma":0.0003237546,"domain_scores_codex":[0.999301,0.00002174353,0.0003051413,0.00007715624,0.000125228,0.0001697626],"domain_scores_gemma":[0.9993569,0.0000150605,0.00004134589,0.00007416386,0.0001051047,0.0004074233],"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":[0.0000396897,0.00005075995,0.002461014,0.0003085936,0.0001278816,0.0003404454,0.0028757,0.00004254306,0.002387844,0.002687887,0.9012586,0.08741898],"study_design_scores_gemma":[0.00101714,0.001215503,0.07632178,0.003885962,0.0004657296,0.000451068,0.001475044,0.001072392,0.0001092812,0.009915769,0.903771,0.0002993604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.751905,0.04227317,0.003421604,0.02288534,0.01885007,0.0003222528,0.00001243039,0.00002298951,0.1603072],"genre_scores_gemma":[0.9939058,0.000137885,0.0002330692,0.0000714386,0.0005097812,5.503372e-7,0.000004608624,0.00001665491,0.005120203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2420008,"threshold_uncertainty_score":0.9966161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014913360912282,"score_gpt":0.3226221076676558,"score_spread":0.302472974058533,"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."}}