{"id":"W3025762973","doi":"10.1161/strokeaha.119.027960","title":"Regional Variation in Transient Ischemic Attack and Minor Stroke in Alberta Emergency Departments","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Emergency department; Minor stroke; Emergency medicine; Cardiology; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007598849,0.0002280616,0.0002342785,0.00139191,0.000563127,0.0007782903,0.0008719383,0.0002700929,0.001198174],"category_scores_gemma":[0.002753107,0.0002046468,0.0003751558,0.002506324,0.0004354564,0.0001962042,0.0006833555,0.0003604316,0.0001305658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802245,"about_ca_system_score_gemma":0.003638618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8149002,"about_ca_topic_score_gemma":0.8700011,"domain_scores_codex":[0.9992317,0.0001182166,0.00005934937,0.0001532865,0.0002371309,0.0002003378],"domain_scores_gemma":[0.9983279,0.0002600478,0.0005778271,0.0000857684,0.0004350072,0.0003134738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005725385,0.00001281307,0.9969893,0.000009510664,0.00004438265,0.00008003977,0.0001789936,0.0001629939,0.0000956583,0.0000451589,0.000467496,0.001856459],"study_design_scores_gemma":[0.000002543808,0.000006342112,0.9993491,0.000005699656,0.000009194565,0.00006091462,0.0002093302,0.0001226303,0.00001391517,0.00001284248,0.0002048338,0.000002732624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957433,0.0005517031,0.0001617688,0.0001709714,0.00001201993,0.00002038229,0.001709988,0.00001809035,0.001611675],"genre_scores_gemma":[0.9984389,0.0001497845,0.0001288953,0.00004258977,0.000006985141,0.000006375918,0.0009900715,0.000003203403,0.0002331501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1850998,"threshold_uncertainty_score":0.3723797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629447849538062,"score_gpt":0.2724489502942977,"score_spread":0.2461544717989171,"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."}}