{"id":"W2122843283","doi":"10.1212/01.wnl.0000336535.27773.c0","title":"Invited Article: Practice parameters and technology assessments","year":2008,"lang":"en","type":"article","venue":"Neurology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eisai; GlaxoSmithKline; Valeant Pharmaceuticals International; Pfizer","keywords":"Carotid endarterectomy; Medicine; Guideline; Lamotrigine; Stenosis; Endarterectomy; Epilepsy; Psychiatry; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002941454,0.0001297809,0.0005306035,0.0003949019,0.0001761826,0.00001948376,0.000161707,0.0002365454,0.00005358477],"category_scores_gemma":[0.004739716,0.0001726809,0.00002882569,0.0002935585,0.0002328555,0.0003773366,0.0000762581,0.0003062672,0.0006636588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005329527,"about_ca_system_score_gemma":0.00003373594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000283916,"about_ca_topic_score_gemma":0.00002469819,"domain_scores_codex":[0.9972207,0.0003206999,0.001531613,0.0005175374,0.00004733825,0.0003620993],"domain_scores_gemma":[0.9973278,0.001188299,0.0009230674,0.0003910068,0.00005324558,0.0001165954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001871917,0.0003864161,0.8523443,0.00009190826,0.0001827278,0.0001169744,0.001125595,0.0001258203,0.00009488497,0.07824445,0.06619096,0.0009088186],"study_design_scores_gemma":[0.003608846,0.002302358,0.2564139,0.00001422105,0.00002813144,0.001934494,0.0003607027,0.01388165,0.00006788688,0.04768355,0.6728703,0.0008339507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7448896,0.0004744403,0.000590393,0.2523998,0.0002946898,0.0002385112,0.00001631321,0.00007310927,0.001023186],"genre_scores_gemma":[0.8417346,0.000257623,0.005229563,0.152554,0.00006788081,0.00006849511,0.000005682362,0.00002418324,0.00005801503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6066793,"threshold_uncertainty_score":0.8530213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3220363616776643,"score_gpt":0.4422792848208229,"score_spread":0.1202429231431586,"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."}}