{"id":"W4383531974","doi":"10.1136/jnis-2023-020117","title":"Clot composition and recanalization outcomes in mechanical thrombectomy","year":2023,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Stroke (engine); Surgery; Cardiology","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":[0.000629441,0.00007967032,0.0003278889,0.0005080246,0.00001864862,0.00001415888,0.00003775548,0.00003037222,0.000109709],"category_scores_gemma":[0.0002153969,0.00006801342,0.0002718379,0.0002716029,0.00002135185,0.0001174135,0.00004836972,0.0001506167,0.000009241113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005817485,"about_ca_system_score_gemma":0.00003183692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005230802,"about_ca_topic_score_gemma":0.000002190045,"domain_scores_codex":[0.9987546,0.00007172816,0.000602458,0.0001046199,0.0003495616,0.000116995],"domain_scores_gemma":[0.9992381,0.0002893853,0.0002521056,0.00006644912,0.00008470182,0.00006920825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003560154,0.0004440974,0.90658,0.0001905524,0.0002331648,0.001209811,0.00002606052,0.00003298634,0.02097523,0.0004091565,0.0680007,0.001542254],"study_design_scores_gemma":[0.0007224482,0.0001147848,0.9952739,0.0003927458,0.00005759782,0.0006599185,0.00002382094,0.0003545246,0.000597294,0.0001736636,0.001573746,0.00005557375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994233,0.00005633483,0.0004478324,0.004677516,0.0003558862,0.00008093436,0.000004030222,0.00001737833,0.0001270641],"genre_scores_gemma":[0.9990152,0.0001107225,0.000169815,0.0002789122,0.00008591596,0.000001676396,0.00002186383,0.000012012,0.0003038829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08869392,"threshold_uncertainty_score":0.2773507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0475954446251253,"score_gpt":0.3169443659819944,"score_spread":0.2693489213568692,"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."}}