{"id":"W2511969075","doi":"10.1109/chase.2016.49","title":"Stroke Prediction Context-Aware Health Care System","year":2016,"lang":"en","type":"article","venue":"","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Context (archaeology); Stroke (engine); Computer science; Health care; Engineering; Geography; Political science","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":[0.000733127,0.000522667,0.0007416804,0.001366246,0.0007748104,0.001413844,0.001158676,0.0007534379,0.001929366],"category_scores_gemma":[0.001957872,0.0002837126,0.0005553357,0.0008622445,0.0002100162,0.001477822,0.00119589,0.0006547927,0.0007223547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042586,"about_ca_system_score_gemma":0.001989376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220133,"about_ca_topic_score_gemma":0.01638981,"domain_scores_codex":[0.9993356,0.00009181986,0.00009078475,0.0002077309,0.000210201,0.00006387103],"domain_scores_gemma":[0.9995133,0.0001290365,0.00006026504,0.00006009224,0.0001702634,0.00006707943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007331207,0.000692102,0.04055523,0.0007642267,0.0004033658,0.001745129,0.001004167,0.2273169,0.01176358,0.05655503,0.03634348,0.6221237],"study_design_scores_gemma":[0.00005004953,0.00006207464,0.005183667,0.000107584,0.0001952123,0.0003174018,0.0001645388,0.9430465,0.004132281,0.02204935,0.02462222,0.00006918068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04548677,0.001433341,0.9219546,0.00180592,0.0002582208,0.0004135288,0.002255079,0.01256687,0.01382564],"genre_scores_gemma":[0.7838261,0.001230417,0.2062428,0.0005785302,0.0001433377,0.0002911349,0.002784153,0.0001146617,0.004788956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02220133,"threshold_uncertainty_score":0.04414421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108232279164971,"score_gpt":0.2511870515500053,"score_spread":0.2403638236335082,"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."}}