{"id":"W1977016000","doi":"10.1097/htr.0000000000000066","title":"Quality of Guidelines for Cognitive Rehabilitation Following Traumatic Brain Injury","year":2014,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Western University","funders":"","keywords":"Intraclass correlation; Rehabilitation; Cognition; Guideline; Audit; Medicine; Stakeholder; Quality (philosophy); Applied psychology; Psychology; Physical therapy; Clinical psychology; Psychiatry; Psychometrics; Business; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01549308,0.0001943249,0.0009286416,0.0003892883,0.00007544731,0.00001860791,0.00009832506,0.0001396876,0.00003052491],"category_scores_gemma":[0.2681218,0.0001687085,0.0008684009,0.0003332354,0.0001264878,0.0006626366,0.00001284669,0.0002562632,0.000003547787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719353,"about_ca_system_score_gemma":0.0002298971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007221433,"about_ca_topic_score_gemma":0.00006929898,"domain_scores_codex":[0.9929317,0.0008675171,0.004889959,0.0002551107,0.0008431855,0.0002125117],"domain_scores_gemma":[0.9479036,0.04371352,0.002620128,0.0002797205,0.005316555,0.0001664836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01221914,0.002211507,0.07351581,0.003363435,0.0005882089,0.000001679283,0.007913393,0.0002029731,0.05167292,0.001891027,0.01207053,0.8343494],"study_design_scores_gemma":[0.02397337,0.03429253,0.8689024,0.002904114,0.001102965,0.0000419452,0.02781625,0.003307075,0.002173549,0.03109939,0.003952622,0.0004338091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101241,0.00008177708,0.04704739,0.04099009,0.0004482847,0.001197726,0.00002219837,0.00001903273,0.00006936627],"genre_scores_gemma":[0.817794,0.000003611077,0.1809382,0.0008407948,0.000311678,0.00003187506,0.0000352999,0.00002790654,0.00001654478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8339156,"threshold_uncertainty_score":0.7380431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3328517275263215,"score_gpt":0.5765660905635458,"score_spread":0.2437143630372243,"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."}}