{"id":"W2063128700","doi":"10.1383/medc.32.10.62.51490","title":"Stroke: management and prevention","year":2004,"lang":"en","type":"article","venue":"Medicine","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Stroke (engine); Carotid endarterectomy; Atrial fibrillation; Contraindication; Thrombolysis; Cardiology; Internal medicine; Stenosis; Blood pressure; Surgery; Myocardial infarction","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":[0.004247488,0.001233728,0.002009204,0.003078907,0.001402066,0.004187595,0.0009831492,0.005409329,0.006234567],"category_scores_gemma":[0.00752883,0.0005035421,0.0007382161,0.00208551,0.001448594,0.002996297,0.001759853,0.004440451,0.00264506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003501906,"about_ca_system_score_gemma":0.009502461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004667583,"about_ca_topic_score_gemma":0.01049421,"domain_scores_codex":[0.996741,0.001268264,0.0003713828,0.0002418444,0.0009941823,0.0003833293],"domain_scores_gemma":[0.9973881,0.0006613918,0.0003407865,0.0001116047,0.0008178938,0.0006803028],"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":[0.0002050594,0.0009992663,0.01462498,0.002004764,0.0001235967,0.0008053837,0.0005000765,0.0008112002,0.0003061376,0.03379684,0.3372911,0.6085317],"study_design_scores_gemma":[0.0003013101,0.001131896,0.08674551,0.0106803,0.0003534539,0.007158042,0.002823383,0.001505744,0.0003819223,0.0736179,0.8151512,0.0001494873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005427266,0.6074547,0.002374412,0.3226799,0.01061301,0.0001797149,0.0004004344,0.00008457004,0.05078601],"genre_scores_gemma":[0.1096642,0.7407398,0.004423661,0.04327808,0.07403041,0.0006738522,0.0009300837,0.00003931983,0.02622066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006234567,"threshold_uncertainty_score":0.02540821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015349879370799,"score_gpt":0.2615057731452424,"score_spread":0.2513522743515344,"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."}}