{"id":"W2062475896","doi":"10.1159/000363619","title":"Low Alberta Stroke Program Early CT Score (ASPECTS) Associated with Malignant Middle Cerebral Artery Infarction","year":2014,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Infarction; Middle cerebral artery; Receiver operating characteristic; Stroke (engine); Concordance; Retrospective cohort study; Cerebral infarction; Cohort; Internal medicine; Radiology; Myocardial infarction; Ischemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005415303,0.0003805475,0.0003696159,0.00101459,0.0004561324,0.0006750302,0.0003772673,0.0004969209,0.001867182],"category_scores_gemma":[0.005589067,0.0002785167,0.0002616125,0.001052982,0.0004951698,0.0003709285,0.0005014027,0.0006719073,0.0001915624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839468,"about_ca_system_score_gemma":0.0005613137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005582106,"about_ca_topic_score_gemma":0.006627961,"domain_scores_codex":[0.9994227,0.0001113182,0.00006881315,0.00007896197,0.0001970065,0.0001211506],"domain_scores_gemma":[0.9951234,0.0007949519,0.002720726,0.0001638737,0.0004445226,0.0007525326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007204929,0.000007382576,0.9993673,0.000002103113,0.0000105237,0.0001177052,0.000009960914,0.00001658631,0.00005997744,0.000005248472,0.00002285527,0.0003082318],"study_design_scores_gemma":[0.000003961369,0.00003853855,0.9989079,0.000003065409,0.00001452005,0.0007716576,0.00002854847,0.0001563438,0.00003243344,0.00001701172,0.00002374456,0.000002252961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994861,0.00007905137,0.00004461608,0.00003217876,0.000003430453,0.000004789879,0.00005258434,0.000002192264,0.0002950593],"genre_scores_gemma":[0.9997669,0.00003340866,0.00004026469,0.000008196261,0.00001248118,0.000002449131,0.00009715129,8.595142e-7,0.00003824105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005582106,"threshold_uncertainty_score":0.01109922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009150812360770328,"score_gpt":0.2076004572766047,"score_spread":0.1984496449158344,"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."}}