{"id":"W2797882406","doi":"10.1136/jramc-2018-000956","title":"Guidelines for using animal models in blast injury research","year":2018,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Disaster Response and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Blast injury; Animal model; Task (project management); Set (abstract data type); Medicine; Computer science; Poison control; Medical emergency; Engineering; Systems engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0815898,0.00297054,0.004046188,0.008456511,0.003749395,0.0056978,0.01397366,0.01375805,0.01226853],"category_scores_gemma":[0.05057472,0.003387463,0.004260101,0.005339656,0.005607672,0.003353667,0.004232892,0.01122267,0.01597134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462683,"about_ca_system_score_gemma":0.01245236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004976869,"about_ca_topic_score_gemma":0.01944974,"domain_scores_codex":[0.9249915,0.03877087,0.01475405,0.002387956,0.01671547,0.002380195],"domain_scores_gemma":[0.8807636,0.03679407,0.009446276,0.02014549,0.04928736,0.003563056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004220766,0.004043628,0.003712691,0.01995594,0.0004601318,0.004473334,0.006694517,0.00322507,0.1040376,0.06641576,0.515351,0.2674095],"study_design_scores_gemma":[0.0002957139,0.001359396,0.00316618,0.008741345,0.0003185137,0.001435284,0.0005864986,0.0007967253,0.01347723,0.006271288,0.9633968,0.0001550381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01544349,0.04178326,0.6258397,0.02918504,0.01131115,0.1123584,0.01934502,0.008645568,0.1360884],"genre_scores_gemma":[0.01002777,0.03412008,0.7775359,0.009812616,0.001076583,0.1168698,0.01116021,0.001076102,0.0383209],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0815898,"threshold_uncertainty_score":0.4314932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4725948704158869,"score_gpt":0.5806813415587636,"score_spread":0.1080864711428767,"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."}}