{"id":"W3111790164","doi":"10.1186/s13049-020-00790-1","title":"Multiple trauma management in mountain environments - a scoping review","year":2020,"lang":"en","type":"review","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for the History of Medicine","funders":"Indian Council of Agricultural Research","keywords":"Grading (engineering); Medicine; Emergency medical services; Medical emergency; 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":[0.009313576,0.001665649,0.005516348,0.01761705,0.001271902,0.004339756,0.002061214,0.003441878,0.005191279],"category_scores_gemma":[0.03484232,0.001185822,0.005598288,0.01675337,0.0009481474,0.003229519,0.00237822,0.001604645,0.0006224936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003434609,"about_ca_system_score_gemma":0.01413248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005417267,"about_ca_topic_score_gemma":0.01065346,"domain_scores_codex":[0.9931022,0.001887985,0.002961789,0.0004269383,0.001341849,0.000279299],"domain_scores_gemma":[0.9735433,0.01752935,0.00562038,0.0003520483,0.002625124,0.0003297374],"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":[0.0001094718,0.00003425573,0.0007513355,0.9229137,0.001744404,0.0002839287,0.0004465462,0.0001313758,0.0001707226,0.0003522902,0.002956747,0.0701052],"study_design_scores_gemma":[0.00003597748,0.00007401824,0.001465283,0.9735857,0.007352132,0.0004425249,0.0003506778,0.00005193981,0.00007266833,0.0002082901,0.01634483,0.00001587924],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007271084,0.9976005,0.0001418191,0.0004154482,0.0001685808,0.0003343961,0.0001634354,0.000006930512,0.0004417904],"genre_scores_gemma":[0.005140159,0.9931932,0.0003925963,0.0003509532,0.0001071988,0.000530919,0.0001845109,0.000003408387,0.00009707521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01761705,"threshold_uncertainty_score":0.04925543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09201369414801752,"score_gpt":0.3989120086813178,"score_spread":0.3068983145333002,"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."}}