{"id":"W3048285909","doi":"10.3389/fneur.2020.00773","title":"Computer Modeling of Clot Retrieval—Circle of Willis","year":2020,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Circle of Willis; Medicine; Occlusion; Internal carotid artery; Middle cerebral artery; Cerebral arteries; Posterior communicating artery; Anterior communicating artery; Anterior cerebral artery; Catheter; Balloon; Posterior cerebral artery; Cardiology; Surgery; Radiology; Ischemia; Aneurysm","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":[0.0002219619,0.0006751872,0.0006219913,0.0006809764,0.0004214088,0.0009650867,0.000966216,0.001543036,0.002980925],"category_scores_gemma":[0.00193027,0.0004112709,0.000618592,0.0005297394,0.0006413592,0.0005327972,0.0005632972,0.0004564771,0.0006112526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005315,"about_ca_system_score_gemma":0.0007962897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490919,"about_ca_topic_score_gemma":0.004219703,"domain_scores_codex":[0.9998053,0.00006494462,0.000008112315,0.00004065204,0.00005466195,0.00002632261],"domain_scores_gemma":[0.9993846,0.0003935933,0.00007161226,0.00003232216,0.0000865481,0.00003129922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000268491,0.00001482505,0.0005204577,0.00002240966,0.00001015626,0.00007064992,0.0000351445,0.992413,0.000676358,0.003237195,0.0005290166,0.002443878],"study_design_scores_gemma":[0.00000572981,0.000006934658,0.0001182319,0.000002539244,0.000002587255,0.00002502573,0.00000388433,0.9984325,0.0001000604,0.0007501268,0.0005484699,0.000003896722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3333094,0.003206574,0.6037577,0.001776279,0.0003444124,0.0003707094,0.002197885,0.002065236,0.05297178],"genre_scores_gemma":[0.9451724,0.001221397,0.04056957,0.0001609593,0.00008891985,0.0004101884,0.0006768728,0.0001706678,0.01152904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01490919,"threshold_uncertainty_score":0.02964479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554469470653274,"score_gpt":0.2280664582135202,"score_spread":0.2125217635069875,"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."}}