{"id":"W2049158331","doi":"10.1503/cmaj.110704","title":"Preventing stroke after transient ischemic attack","year":2011,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Stroke (engine); Minor stroke; Ischemic stroke; Medicine; Transient (computer programming); Cardiology; Internal medicine; Ischemia; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005460147,0.0006796401,0.0008496759,0.0009177934,0.001630252,0.0008156752,0.0006793163,0.007413895,0.01694199],"category_scores_gemma":[0.00563592,0.0001761694,0.000503951,0.0004658601,0.0006247736,0.001163623,0.0005208594,0.007526771,0.01020363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932774,"about_ca_system_score_gemma":0.002039153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008549063,"about_ca_topic_score_gemma":0.02533144,"domain_scores_codex":[0.9993231,0.0001562062,0.00006327197,0.00007206295,0.0002901792,0.00009520468],"domain_scores_gemma":[0.998971,0.0003527557,0.0000624057,0.00002383091,0.0003260785,0.0002640213],"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":[0.00008720469,0.0001337054,0.001036467,0.0002677176,0.00002305137,0.001327934,0.00005124412,0.00004968787,0.000235653,0.001245998,0.9041595,0.09138191],"study_design_scores_gemma":[0.0005404474,0.0005246835,0.01266978,0.002463039,0.0001242396,0.009410343,0.0003329743,0.000381518,0.0005393147,0.008064694,0.9648941,0.00005486696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00211865,0.02861815,0.0002279942,0.8832463,0.03136269,0.0001001445,0.0002032777,0.00009485811,0.05402794],"genre_scores_gemma":[0.02799206,0.0532424,0.001065566,0.7212234,0.136965,0.0002237763,0.0002825109,0.00004777166,0.05895748],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01694199,"threshold_uncertainty_score":0.05667663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118608617975694,"score_gpt":0.2337924566893844,"score_spread":0.221931594891815,"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."}}