{"id":"W2075844793","doi":"10.1161/strokeaha.114.005462","title":"Decision Making in Acute Stroke Care","year":2014,"lang":"en","type":"review","venue":"Stroke","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Stroke (engine); Neurology; Acute stroke; Unit (ring theory); Health care; Family medicine; Medical emergency; Emergency department; Psychiatry; Psychology; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003258033,0.001234915,0.003093462,0.003664358,0.0004229257,0.002358133,0.001419332,0.001867585,0.004261367],"category_scores_gemma":[0.01756128,0.000548329,0.001619265,0.004318143,0.001070797,0.002338813,0.001114033,0.002265728,0.0004051655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397883,"about_ca_system_score_gemma":0.007329069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009397094,"about_ca_topic_score_gemma":0.01932346,"domain_scores_codex":[0.9979061,0.0008747741,0.000516999,0.0001903906,0.0004110233,0.0001007739],"domain_scores_gemma":[0.9886071,0.009438924,0.0009311167,0.00009372635,0.0007767575,0.0001523717],"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":[0.0001645581,0.00009335081,0.0007533474,0.1483739,0.00129219,0.0001084942,0.0001663777,0.0005067331,0.00007124955,0.002355187,0.01764006,0.8284745],"study_design_scores_gemma":[0.0006616842,0.0003441715,0.007741511,0.4597177,0.01065198,0.001392548,0.0007374872,0.00084531,0.0003501987,0.01329377,0.5040922,0.0001713802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009581039,0.9990784,0.00005608636,0.0003668835,0.00009326047,0.000006467248,0.00001206411,0.00000189443,0.0002891513],"genre_scores_gemma":[0.002206705,0.9967656,0.0002855248,0.0004766539,0.0001524847,0.00001330488,0.0000227434,7.461278e-7,0.00007616366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009397094,"threshold_uncertainty_score":0.0186848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137110674556419,"score_gpt":0.4267353987337427,"score_spread":0.3853642919881785,"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."}}