{"id":"W2625364222","doi":"10.14814/phy2.13264","title":"Failure to account for practice effects leads to clinical misinterpretation of cognitive outcome following carotid endarterectomy","year":2017,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Carotid endarterectomy; Cognition; Endarterectomy; Cognitive test; Stenosis; Stroke (engine); Revascularization; Cohort; Clinical Practice; Working memory; Impaired memory; Carotid arteries; Internal medicine; Cardiology; Physical therapy; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0113767,0.0006439927,0.0007559871,0.0008541254,0.0003759006,0.0009546753,0.001070861,0.0006994658,0.0004065622],"category_scores_gemma":[0.05750137,0.000220018,0.0003875585,0.0005435499,0.0008122633,0.0005056307,0.0008895785,0.0008420825,0.000215816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526402,"about_ca_system_score_gemma":0.0005817866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003495618,"about_ca_topic_score_gemma":0.004931537,"domain_scores_codex":[0.9924746,0.003372748,0.001190499,0.000905304,0.001689281,0.0003676091],"domain_scores_gemma":[0.9491391,0.02604051,0.01442295,0.00488195,0.004698041,0.0008173938],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001661277,0.0001836008,0.9480081,0.00009379645,0.0003220325,0.0009021019,0.0009566353,0.001498202,0.003146601,0.0001232451,0.0005369647,0.04256746],"study_design_scores_gemma":[0.00002657281,0.0005157666,0.9884096,0.00005252778,0.0001299422,0.001256258,0.00036319,0.0066365,0.001664748,0.0005221545,0.0004011856,0.00002156789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953519,0.0006648065,0.002674769,0.0003559097,0.0000698709,0.00001969743,0.00005438941,0.00004064061,0.0007679224],"genre_scores_gemma":[0.9991234,0.00007668145,0.0005399921,0.00006379544,0.00004404583,0.00000787388,0.00004355498,0.000008900443,0.00009179099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9886233,"threshold_uncertainty_score":0.06016642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04712764744543373,"score_gpt":0.4239437278355013,"score_spread":0.3768160803900676,"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."}}