{"id":"W4412530575","doi":"10.1007/s43678-025-00972-9","title":"Acute code stroke activations seen in the emergency department: how often are we missing the mark?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital; Health Sciences Centre; Ontario Stroke Network; Sunnybrook Health Science Centre","funders":"","keywords":"Emergency department; Medicine; Code (set theory); Acute stroke; Stroke (engine); Medical emergency; Emergency medicine; Programming language; Psychiatry; Computer science; Engineering","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":[0.006197826,0.0003787515,0.0009857645,0.002007527,0.00439705,0.00551701,0.002122863,0.004659161,0.01118922],"category_scores_gemma":[0.1001889,0.0006939843,0.0007161112,0.0017861,0.001379423,0.008452713,0.002359349,0.00704432,0.003175433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004243515,"about_ca_system_score_gemma":0.009530368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.032731,"about_ca_topic_score_gemma":0.06629521,"domain_scores_codex":[0.9903509,0.002222081,0.00185101,0.0007865255,0.002882526,0.001906879],"domain_scores_gemma":[0.9561463,0.009336679,0.008421624,0.0007188419,0.01661873,0.008757847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004346745,0.0004542888,0.4937289,0.0009154053,0.0002265262,0.005902965,0.01239964,0.0003941212,0.0005015151,0.00201071,0.2788061,0.2042252],"study_design_scores_gemma":[0.0001384522,0.0004595007,0.6315355,0.01073145,0.0003285203,0.01768078,0.1868433,0.001844185,0.0008688173,0.011602,0.1374165,0.0005510265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.257204,0.02316544,0.004043708,0.6601754,0.01040371,0.0002712951,0.001400802,0.0004111638,0.04292439],"genre_scores_gemma":[0.8870784,0.02243523,0.005167693,0.07344253,0.005842303,0.0002197781,0.001024721,0.0003364994,0.004452969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.032731,"threshold_uncertainty_score":0.06508094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06407748171788392,"score_gpt":0.3369803192471668,"score_spread":0.2729028375292828,"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."}}