{"id":"W2944198582","doi":"10.3389/fneur.2019.00499","title":"Baseline Occlusion Angiographic Appearance on Mechanical Thrombectomy Suggests Underlying Etiology and Outcome","year":2019,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Etiology; Occlusion; Internal medicine; Stenosis; Stroke (engine); Demographics; Cardiology; Surgery","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":[0.000274706,0.0001871662,0.0003051641,0.0008345688,0.0002830666,0.0004382237,0.0001551949,0.0002692532,0.002678017],"category_scores_gemma":[0.001514949,0.00008929193,0.0002700056,0.0005767429,0.000343782,0.0002289358,0.0002556608,0.0003252603,0.0002068974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157726,"about_ca_system_score_gemma":0.0002302209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006959053,"about_ca_topic_score_gemma":0.001034945,"domain_scores_codex":[0.9997632,0.0000310323,0.00003315604,0.00004218762,0.00005716859,0.00007326996],"domain_scores_gemma":[0.998615,0.0001961928,0.0007958019,0.00004552383,0.0001031159,0.0002443096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001770795,0.00002298657,0.9981914,0.00001170078,0.00001592356,0.0002650422,0.00002257564,0.00001739453,0.0003025006,0.00001418434,0.00004129801,0.0009178972],"study_design_scores_gemma":[0.000003258046,0.0001260826,0.9985737,0.00000546252,0.00001616332,0.00102986,0.00005383336,0.00004583813,0.00006120052,0.00002664896,0.00005621279,0.000001914335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986115,0.0002945437,0.00006500381,0.00003349231,0.000005759081,0.00001125547,0.000120763,0.000002930995,0.000854906],"genre_scores_gemma":[0.9996344,0.00009980234,0.00003425459,0.000008646325,0.00001838608,0.000004125219,0.0001271505,5.883118e-7,0.00007270503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002678017,"threshold_uncertainty_score":0.008958817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723011419127767,"score_gpt":0.2762482866329081,"score_spread":0.2590181724416304,"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."}}