{"id":"W4412467244","doi":"10.1177/15910199251342841","title":"Baseline predictors of poor clinical outcome despite recanalization of distal middle cerebral artery occlusions","year":2025,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Modified Rankin Scale; Thrombolysis; Middle cerebral artery; Internal medicine; Diabetes mellitus; Stroke (engine); Cerebral infarction; Occlusion; Ischemic stroke; Cardiology; Ischemia; 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":[0.0005121465,0.00013509,0.0005386648,0.0002830308,0.00002451417,0.000002432787,0.0001702874,0.000116141,0.0003772492],"category_scores_gemma":[0.001027303,0.0001221272,0.0004926575,0.0002353624,0.0002788588,0.00004011763,0.000203763,0.0001958222,0.000006519031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004223862,"about_ca_system_score_gemma":0.0000753868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001817692,"about_ca_topic_score_gemma":0.00001202712,"domain_scores_codex":[0.997748,0.0002409848,0.001359739,0.0003045207,0.0001831987,0.0001635182],"domain_scores_gemma":[0.9988207,0.0002810856,0.0003503835,0.0002925098,0.0001848909,0.00007041877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004305597,0.0007297053,0.9622938,0.0003107305,0.00051482,0.00002759176,0.00001490356,0.00003467236,0.002582616,0.002730585,0.02976982,0.0005602125],"study_design_scores_gemma":[0.003353498,0.001571253,0.9727563,0.0005258293,0.0006810924,0.00009090415,0.00005087576,0.003098518,0.001569136,0.0002849741,0.01588013,0.0001374769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710129,0.0001360179,0.02210324,0.002386146,0.001358865,0.0003387383,0.0001618221,0.00003459659,0.002467668],"genre_scores_gemma":[0.9945679,0.00001250237,0.0008270951,0.00082363,0.0001322629,0.00001230537,0.0002764337,0.00001233072,0.00333558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02355495,"threshold_uncertainty_score":0.4980202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809402907561842,"score_gpt":0.3536389917053543,"score_spread":0.3055449626297359,"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."}}