{"id":"W2603872633","doi":"10.1056/jc201004070000001","title":"Carotid Stenting vs. Endarterectomy: Coming into Focus","year":2010,"lang":"en","type":"article","venue":"Journal watch","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Carotid endarterectomy; Stenosis; Carotid stenting; Stroke (engine); Endarterectomy; Carotid arteries; Surgery; Percutaneous; Randomized controlled trial; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003782882,0.0001619687,0.000317999,0.00008493999,0.0003068767,0.0001260948,0.0001276666,0.00007939112,0.000789208],"category_scores_gemma":[0.0001270087,0.0001265526,0.0003980212,0.0001171656,0.00005184221,0.0001710634,0.00004944475,0.0008376782,0.00009575435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006735562,"about_ca_system_score_gemma":0.000144504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005875991,"about_ca_topic_score_gemma":0.00009540888,"domain_scores_codex":[0.9987146,0.00003321678,0.0003266023,0.0001845703,0.0004074517,0.0003335093],"domain_scores_gemma":[0.9989798,0.00004038025,0.0001092052,0.0002792243,0.000175476,0.0004159045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046246,0.0003198101,0.8211232,0.0001183362,0.0003644321,0.0001477059,0.001951459,0.000002063879,0.1190172,0.0000815467,0.01438611,0.04238355],"study_design_scores_gemma":[0.01371037,0.001071388,0.6348521,0.0007955193,0.00152943,0.02073062,0.00349794,0.0002954636,0.134509,0.002644366,0.1851249,0.001238857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897203,0.00006704395,0.0001461633,0.006781424,0.001009807,0.0001741393,0.000002222003,0.0000566154,0.002042226],"genre_scores_gemma":[0.9963186,0.00006961334,0.0009691077,0.0004162108,0.001438478,0.000005668453,0.000005094554,0.00003185975,0.0007453181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1862711,"threshold_uncertainty_score":0.8641275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006578531704151408,"score_gpt":0.2530888589311638,"score_spread":0.2465103272270124,"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."}}