{"id":"W2028714171","doi":"10.1161/strokeaha.114.006912","title":"Identifying Which Patients With Asymptomatic Carotid Stenosis Could Benefit From Intervention","year":2014,"lang":"en","type":"editorial","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Asymptomatic; Stenosis; Stroke (engine); Intervention (counseling); Surgery; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001547889,0.000481083,0.0008916803,0.0001958908,0.0001110138,0.0001452457,0.000241461,0.0004856459,0.0005370984],"category_scores_gemma":[0.0002771906,0.0004008992,0.0005449233,0.000139937,0.00004838622,0.0001388993,0.0001064297,0.0006467279,0.0001600091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132806,"about_ca_system_score_gemma":0.0001393652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005147557,"about_ca_topic_score_gemma":0.0004820803,"domain_scores_codex":[0.9965917,0.00008241386,0.0005312053,0.0006816503,0.001731143,0.0003818849],"domain_scores_gemma":[0.9976059,0.000183108,0.0003484762,0.0008223071,0.000778962,0.0002611987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002150674,0.0005835545,0.3238649,0.001335507,0.002055212,0.000002862189,0.000150883,0.000004553084,0.00001366028,0.000002826571,0.6692079,0.002563083],"study_design_scores_gemma":[0.02043831,0.002230662,0.800048,0.01039992,0.009456023,0.000002017785,0.0004098569,0.00003685319,0.0003478357,0.00007471499,0.1550685,0.001487243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3625403,0.0002384266,0.0004142263,0.00004015857,0.6306357,0.001472285,0.002943154,0.0002481285,0.001467578],"genre_scores_gemma":[0.4698942,0.00007106101,0.0002136502,0.00005913504,0.5065331,0.0002022373,0.02002584,0.0002039113,0.002796804],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5141394,"threshold_uncertainty_score":0.9998443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005974076116017519,"score_gpt":0.2403035004298227,"score_spread":0.2343294243138052,"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."}}