{"id":"W4390261398","doi":"10.1016/j.jns.2023.122362","title":"Prediction, risk factors, and outcomes of unsuccessful recanalization following endovascular thrombectomy","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Internal medicine","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":[0.001303499,0.0004677572,0.0005060403,0.00105773,0.0007570379,0.001415282,0.0007667859,0.001436567,0.002181161],"category_scores_gemma":[0.01235096,0.0003093368,0.0008232853,0.0009288631,0.0006571522,0.001040336,0.0007865985,0.001808003,0.0004298734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005241288,"about_ca_system_score_gemma":0.001005747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003761987,"about_ca_topic_score_gemma":0.004421351,"domain_scores_codex":[0.9990572,0.000225353,0.0001563439,0.0001148689,0.000202319,0.0002438825],"domain_scores_gemma":[0.9938329,0.00215895,0.002098791,0.0003298888,0.0004966831,0.001082745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001948654,0.0001020583,0.9984342,0.000005232532,0.0000439457,0.00007610738,0.00003069918,0.00008469528,0.00002704296,0.00002908841,0.00009674091,0.0008752487],"study_design_scores_gemma":[0.00001614888,0.0001892494,0.997169,0.00001821384,0.0001017609,0.0004402288,0.0003289542,0.001261625,0.00005794924,0.0002412064,0.0001613688,0.00001436155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971622,0.0005285778,0.0001653806,0.0002278196,0.00004338285,0.00001472815,0.0002081819,0.000006379752,0.001643247],"genre_scores_gemma":[0.999253,0.0001589515,0.00006453494,0.00003271919,0.00007950867,0.000008500851,0.0002333433,0.000002323374,0.0001671449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761987,"threshold_uncertainty_score":0.007480145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038612568648565,"score_gpt":0.2797520841194344,"score_spread":0.2493659584329487,"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."}}