{"id":"W4391689828","doi":"10.1177/15910199241230360","title":"Standardized approach to direct first pass aspiration technique for endovascular thrombectomy: Description and initial experience with CANADAPT","year":2024,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Catheter; Stroke (engine); First pass; Surgery; Complication; Stent; Aspiration pneumonia; Cohort; Radiology; Internal medicine; Pneumonia","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":[0.0002042551,0.000151664,0.0002716582,0.0001694748,0.00006487106,0.00003844767,0.0000703751,0.00006432472,0.00003920722],"category_scores_gemma":[0.0001022936,0.0001244473,0.0001201243,0.0001425598,0.00009610962,0.00009845148,0.00005104536,0.0001197157,0.00000225452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481848,"about_ca_system_score_gemma":0.00006843338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364402,"about_ca_topic_score_gemma":0.0001071001,"domain_scores_codex":[0.9988804,0.00005046623,0.0002415967,0.0004541027,0.0001804223,0.0001930489],"domain_scores_gemma":[0.9995599,0.00007474068,0.00003752598,0.0001602346,0.00008329214,0.00008434337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01904635,0.003869174,0.03017152,0.01333766,0.01023756,0.002939679,0.008776938,0.002123128,0.4405956,0.07545268,0.3626763,0.03077345],"study_design_scores_gemma":[0.009457028,0.02110004,0.04708823,0.002228639,0.001367217,0.006696763,0.0007532755,0.01164349,0.05751142,0.0008395714,0.8399438,0.001370562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2326654,0.0003604228,0.7602055,0.001342967,0.0003514944,0.00207251,0.00008656234,0.0001418007,0.002773327],"genre_scores_gemma":[0.9876545,0.000006660277,0.009988692,0.0003311963,0.0001557705,0.001462221,0.0001070275,0.00002761582,0.0002663321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7549891,"threshold_uncertainty_score":0.5074815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351040641807215,"score_gpt":0.299682073979704,"score_spread":0.2645780097989825,"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."}}