{"id":"W4392488630","doi":"10.1161/svin.03.suppl_2.227","title":"Abstract 227: Combined Technique Versus Stent‐Retriever Alone: Angioarchitectural and Technical Analysis","year":2023,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009125063,0.0002453498,0.0006465199,0.001396252,0.0001340456,0.0005419395,0.0002950353,0.0002837832,0.004179623],"category_scores_gemma":[0.001917435,0.0001272348,0.0009235594,0.001007797,0.000271464,0.0003826921,0.0002993217,0.0002307948,0.0005594915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643308,"about_ca_system_score_gemma":0.0001785505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002392339,"about_ca_topic_score_gemma":0.0002899825,"domain_scores_codex":[0.9994817,0.0001053215,0.00008874157,0.0001207491,0.000145715,0.00005772311],"domain_scores_gemma":[0.9975969,0.000849133,0.001048695,0.0001507037,0.0001360633,0.0002185382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003311581,0.00006769395,0.9866917,0.00008531314,0.0004307772,0.0002637234,0.00004018896,0.000106538,0.001495384,0.00004580628,0.0001483513,0.00731295],"study_design_scores_gemma":[0.00007137518,0.001405189,0.9954608,0.0000120534,0.0003144047,0.001415155,0.00005739266,0.0004940102,0.0003979182,0.00005792107,0.0003056705,0.000008014217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981925,0.0005679886,0.0002914713,0.00001240811,0.000004997653,0.00002328656,0.000449251,0.000006260187,0.0004518579],"genre_scores_gemma":[0.9988575,0.0001114179,0.0002462374,0.000008532991,0.00003509223,0.0000262265,0.0005412715,0.000003208459,0.0001703996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004179623,"threshold_uncertainty_score":0.01398224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289016260028512,"score_gpt":0.2701561052118839,"score_spread":0.2572659426115987,"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."}}