{"id":"W4304165760","doi":"10.1503/cmaj.220344","title":"Transient ischemic attack and minor stroke: diagnosis, risk stratification and management","year":2022,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Minor stroke; Stroke (engine); Medicine; Risk stratification; Primary care; Presentation (obstetrics); Medical emergency; Transient (computer programming); Minor (academic); Emergency medical services; Emergency department; Ischemic stroke; Emergency medicine; Intensive care medicine; Cardiology; Surgery; Computer science; Family medicine; Ischemia; Psychiatry; Engineering; Political 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":[0.001717712,0.00105298,0.002525148,0.002603207,0.0003247797,0.001045802,0.001094532,0.001105927,0.003706658],"category_scores_gemma":[0.004861291,0.0002698746,0.0008683139,0.002010591,0.0004551753,0.0008760372,0.0005403462,0.002403234,0.001514551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359198,"about_ca_system_score_gemma":0.002642815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00749523,"about_ca_topic_score_gemma":0.009321939,"domain_scores_codex":[0.9991609,0.000195712,0.0001471754,0.00009274513,0.0003500772,0.00005343875],"domain_scores_gemma":[0.998242,0.0009700847,0.000249763,0.00002474151,0.0004284217,0.00008501801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007249137,0.00004847219,0.0004258004,0.01756061,0.0001851106,0.0000504717,0.00003548555,0.0001789585,0.00009442466,0.001162295,0.06911373,0.911072],"study_design_scores_gemma":[0.0001907964,0.0002658472,0.009490275,0.09562182,0.001553808,0.002426225,0.00023621,0.0005292934,0.0002232106,0.006467261,0.8829219,0.000073403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006060187,0.9979972,0.00007381091,0.0009636389,0.0002740387,0.00001101799,0.00003493884,0.000006862277,0.0005778336],"genre_scores_gemma":[0.0007421264,0.9978807,0.0002296057,0.000322401,0.0005745506,0.00001388844,0.00006780706,0.000001800658,0.000167118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00749523,"threshold_uncertainty_score":0.01490319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318876818440646,"score_gpt":0.2896750382750043,"score_spread":0.2664862700905978,"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."}}