{"id":"W3159033692","doi":"10.1161/strokeaha.120.032809","title":"Predictors of Outcomes in Patients With Mild Ischemic Stroke Symptoms: MaRISS","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Stroke (engine); Ischemic stroke; Internal medicine; Cardiology; Ischemia","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":[0.0008582257,0.0003342464,0.0005688648,0.0006873645,0.0004052256,0.0006974881,0.0003159678,0.0004004209,0.001807021],"category_scores_gemma":[0.003828914,0.0001937014,0.0005010078,0.0009151323,0.0002454205,0.000392096,0.0004591135,0.000847158,0.0002752308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616302,"about_ca_system_score_gemma":0.0005416455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822259,"about_ca_topic_score_gemma":0.004140505,"domain_scores_codex":[0.9994842,0.0001379113,0.00007257205,0.00008380433,0.0001160399,0.0001054752],"domain_scores_gemma":[0.9978945,0.0003315828,0.001078488,0.00008379904,0.0001648875,0.0004468202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153405,0.00002343029,0.9989086,0.000006874474,0.00003441692,0.00002127306,0.00001212228,0.00002756175,0.00003001296,0.00001084143,0.000127439,0.0006440725],"study_design_scores_gemma":[0.00001831027,0.00009726069,0.9992751,0.000008083069,0.0000431425,0.0001111781,0.00004661321,0.0001814551,0.00002211322,0.00005989012,0.0001322282,0.000004565414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982293,0.0004024678,0.00008398544,0.00017192,0.00001478286,0.00001328014,0.000469042,0.000005421388,0.0006098778],"genre_scores_gemma":[0.9991395,0.0001140075,0.00006860864,0.00003502061,0.00003627512,0.00001082344,0.0005067877,0.000001801436,0.0000871041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002822259,"threshold_uncertainty_score":0.006045103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006146343584521578,"score_gpt":0.2255166909504924,"score_spread":0.2193703473659709,"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."}}