{"id":"W4206030080","doi":"10.1007/s00062-021-01123-0","title":"Association of Stent-Retriever Characteristics in Establishing Successful Reperfusion During Mechanical Thrombectomy","year":2022,"lang":"en","type":"article","venue":"Clinical Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"NoNO (Canada); University of Alberta Hospital; McMaster University; Alberta Hospital Edmonton; Hotchkiss Brain Institute; Vancouver General Hospital; Dalhousie University; University of Toronto; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; University of Calgary","funders":"","keywords":"Thrombus; Medicine; Thrombolysis; Stent; Catheter; Cardiology; Internal medicine; Surgery; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001653824,0.0001391622,0.0007983723,0.000152983,0.00006675957,0.000007047473,0.0002472153,0.0001753389,0.0004360077],"category_scores_gemma":[0.004784564,0.0001407781,0.0001736357,0.000376193,0.00006259729,0.00006909818,0.0006620398,0.00108853,0.000007326678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747893,"about_ca_system_score_gemma":0.00006940076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002217331,"about_ca_topic_score_gemma":0.000003365414,"domain_scores_codex":[0.9969831,0.0005885969,0.00121649,0.0005003196,0.0003780978,0.0003334412],"domain_scores_gemma":[0.997747,0.001095802,0.0005767781,0.0004106276,0.00007350425,0.00009626236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005385966,0.0003774294,0.9782196,0.00005116057,0.0000706228,0.000192164,0.00004490809,0.000006452303,0.01624193,0.0000568045,0.003630146,0.000570191],"study_design_scores_gemma":[0.003347518,0.0008479259,0.9851114,0.00002653537,0.0001305651,0.00008340774,0.0001124068,0.0006406034,0.0008951707,0.00002283185,0.008650845,0.0001308237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950196,0.00002100423,0.00003231966,0.00276683,0.001177567,0.0003687952,0.00002043524,0.00004748124,0.0005459377],"genre_scores_gemma":[0.9975984,0.0001255882,0.0001919274,0.0009846068,0.0002327225,0.00002376871,0.00005448222,0.00002529858,0.0007632793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534676,"threshold_uncertainty_score":0.5740764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223522056481117,"score_gpt":0.3067206879533546,"score_spread":0.2844854673885434,"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."}}