{"id":"W4286462163","doi":"10.3389/fmed.2022.815660","title":"A systematic review protocol for assessing equity in clinical practice guidelines for traumatic brain injury and homelessness","year":2022,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canada Research Chairs; Ontario Ministry of Health and Long-Term Care","keywords":"Traumatic brain injury; Protocol (science); Clinical Practice; Equity (law); Psychology; Medicine; Psychiatry; Alternative medicine; Political science; Nursing; Pathology; Law","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05547609,0.0007422767,0.0110476,0.0007503933,0.0001141091,0.00004750666,0.0004733008,0.0004533138,0.00007624507],"category_scores_gemma":[0.4713628,0.0005392832,0.0006516539,0.001115024,0.0002101697,0.0004638141,0.0002689514,0.001448862,0.000001314989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488634,"about_ca_system_score_gemma":0.001708229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005175946,"about_ca_topic_score_gemma":0.00003000414,"domain_scores_codex":[0.9804027,0.002685997,0.01405867,0.001156888,0.001073812,0.0006219009],"domain_scores_gemma":[0.9615349,0.02956589,0.006357782,0.001124677,0.001101747,0.0003150648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001759758,0.0001916445,0.00000971528,0.5121406,0.0001833527,0.00002012839,0.00004715081,7.129086e-8,1.478468e-8,0.00001116158,0.08633663,0.4008836],"study_design_scores_gemma":[0.004250198,0.000687629,0.000003857092,0.443312,0.005989108,0.00009289012,0.001730558,0.0003049762,5.69825e-9,0.0001604093,0.5432036,0.0002647276],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.484211e-7,0.6161608,0.01203997,0.01036908,0.0007866051,0.3605164,0.00003788516,0.00003326212,0.00005582378],"genre_scores_gemma":[2.478156e-8,0.546292,0.05830222,0.008709123,0.0005237259,0.3857085,0.0003172966,0.00009077349,0.00005631353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.456867,"threshold_uncertainty_score":0.9997059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6485351312515762,"score_gpt":0.6965466655447001,"score_spread":0.04801153429312388,"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."}}