{"id":"W3201106822","doi":"10.1016/j.jphys.2021.08.010","title":"Appraisal of Clinical Practice Guideline: Physical Therapy Evaluation and Treatment After Concussion/Mild Traumatic Brain Injury","year":2021,"lang":"en","type":"article","venue":"Journal of physiotherapy","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Guideline; Concussion; Traumatic brain injury; Physical therapy; Clinical Practice; Intensive care medicine; Injury prevention; Poison control; Emergency medicine; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.003544247,0.000211198,0.0009397177,0.00009230921,0.00003576861,0.00002747464,0.00006953801,0.0001086612,0.0004236399],"category_scores_gemma":[0.007750511,0.000140612,0.0004585399,0.0002268516,0.0001070091,0.0004690507,0.00001800289,0.0003271373,0.000004395861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008635283,"about_ca_system_score_gemma":0.001072846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310418,"about_ca_topic_score_gemma":0.000005972763,"domain_scores_codex":[0.9947782,0.001041281,0.002742611,0.0002592352,0.00101927,0.0001594593],"domain_scores_gemma":[0.9905652,0.00489505,0.001959338,0.0003336075,0.002050548,0.0001962636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01195987,0.004842356,0.003707713,0.00004100649,0.001102619,0.00005629041,0.001520157,0.00002870864,0.06841476,0.00004260162,0.01109676,0.8971872],"study_design_scores_gemma":[0.1086419,0.03902694,0.3499134,0.001168043,0.003471394,0.001161161,0.009121761,0.01758004,0.04201628,0.002490125,0.4244709,0.0009380283],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704871,0.001550609,0.0008926857,0.025979,0.0004800854,0.000475009,0.00001047105,0.000008445446,0.0001166555],"genre_scores_gemma":[0.959509,0.003723502,0.02549455,0.008697446,0.002441752,0.00001702504,0.00002181494,0.00004358696,0.00005139683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8962491,"threshold_uncertainty_score":0.9278646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2468002280679022,"score_gpt":0.6129877501020301,"score_spread":0.3661875220341279,"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."}}