{"id":"W4391531357","doi":"10.2139/ssrn.4711611","title":"The Clear Thrombectomy Score: An Index to Estimate the Probability of Good Functional Outcome with or Without Endovascular Treatment in the Late Window for Anterior Circulation Occlusion","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Index (typography); Medicine; Outcome (game theory); Occlusion; Window (computing); Circulation (fluid dynamics); Endovascular treatment; Surgery; Radiology; Cardiology; Computer science; Mathematics; Engineering","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":[0.003009186,0.0003844325,0.0005438578,0.0001214883,0.0003546091,0.0001710523,0.0003942447,0.00009783414,0.00001549852],"category_scores_gemma":[0.00006173065,0.0001486715,0.0003519684,0.0002488939,0.0001182215,0.00007763115,0.0002231414,0.001457469,0.000004075565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144945,"about_ca_system_score_gemma":0.002463752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002237912,"about_ca_topic_score_gemma":0.006599213,"domain_scores_codex":[0.9967659,0.0003181952,0.0006628347,0.0004531476,0.0007351746,0.00106476],"domain_scores_gemma":[0.9985776,0.00009816581,0.0002968325,0.000776864,0.000157303,0.00009325978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03663515,0.003180981,0.7822471,0.001722003,0.008482577,0.000141147,0.006815298,0.06456756,0.001197834,0.01010193,0.0000387406,0.08486974],"study_design_scores_gemma":[0.006173061,0.006521909,0.8897833,0.0009208311,0.00214738,0.000940756,0.002133599,0.01792872,0.00003367604,0.07233126,0.0006404729,0.0004449927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841213,0.0008083874,0.004202569,0.005546486,0.0001990876,0.005017174,0.00001468227,0.00003600377,0.00005430583],"genre_scores_gemma":[0.9983909,0.0002058802,0.0001676005,0.0001830934,0.0002145855,0.0004674619,0.00002999108,0.00005127676,0.000289246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075363,"threshold_uncertainty_score":0.6332059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278277340341774,"score_gpt":0.3266229383710263,"score_spread":0.2987952043368489,"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."}}