{"id":"W2996389123","doi":"10.1186/s13643-019-1208-0","title":"The scale of neurodegeneration in moderate-to-severe traumatic brain injury: a systematic review protocol","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Toronto Rehabilitation Institute; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Toronto Rehabilitation Institute","keywords":"Medicine; Traumatic brain injury; Protocol (science); Neurodegeneration; Scale (ratio); Physical medicine and rehabilitation; Psychiatry; Alternative medicine; Pathology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07475656,0.006172215,0.01825325,0.01534513,0.004262968,0.008182641,0.006574955,0.007308422,0.06056573],"category_scores_gemma":[0.07244842,0.006268931,0.01625161,0.01214862,0.006007202,0.009285158,0.006006123,0.006077695,0.007538378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0174211,"about_ca_system_score_gemma":0.06309059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006710573,"about_ca_topic_score_gemma":0.01717063,"domain_scores_codex":[0.9683143,0.01305547,0.01046526,0.003275791,0.003492746,0.001396357],"domain_scores_gemma":[0.9636937,0.01489101,0.007631321,0.003195118,0.008797161,0.001791671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005511948,0.0003130396,0.001069262,0.942293,0.004002753,0.0005277619,0.001987732,0.001000781,0.0008954398,0.003331517,0.01487672,0.0241902],"study_design_scores_gemma":[0.04411133,0.00339052,0.01069598,0.7263945,0.03016594,0.001074021,0.004160385,0.002493693,0.002470074,0.01167028,0.1625576,0.0008157151],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005627842,0.002695989,0.001123977,0.0003282386,0.0001254531,0.9914082,0.003330317,0.00007253426,0.0003524638],"genre_scores_gemma":[0.000521655,0.001100839,0.001737096,0.0001672064,0.00001345164,0.9957885,0.0004721506,0.000007059314,0.0001919322],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07475656,"threshold_uncertainty_score":0.3953552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203454475963628,"score_gpt":0.4633646244986447,"score_spread":0.2599101485350167,"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."}}