{"id":"W4289766713","doi":"10.29173/cjen168","title":"Comparison Of Non-clinical Tourniquet Research for Appliance Superiority & Tolerance (CONTRAST)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; CINAHL; Tourniquet; Cochrane Library; MEDLINE; Physical therapy; Sample size determination; Meta-analysis; Randomized controlled trial; Physical medicine and rehabilitation; Surgery; Internal medicine; Psychological intervention; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02501091,0.001759961,0.01273601,0.008852993,0.0005479562,0.004778829,0.001720688,0.002187296,0.009048481],"category_scores_gemma":[0.07774279,0.0009260697,0.02172931,0.007677299,0.001222654,0.002585172,0.001421615,0.001487958,0.0005017823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003151668,"about_ca_system_score_gemma":0.004586793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207079,"about_ca_topic_score_gemma":0.00502942,"domain_scores_codex":[0.9672152,0.01396965,0.01289119,0.001692452,0.003893357,0.0003380838],"domain_scores_gemma":[0.9168733,0.06494354,0.01295474,0.001280153,0.003524577,0.0004235784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.006568741,0.00007145535,0.001951379,0.7910534,0.1724403,0.00007164326,0.0001526943,0.0001152698,0.000318917,0.0002667659,0.0004059905,0.0265835],"study_design_scores_gemma":[0.01144671,0.004485539,0.01350004,0.225706,0.7347363,0.0004352726,0.0004022656,0.0002375592,0.0005753143,0.0009417941,0.00745027,0.0000830432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006371973,0.9904709,0.0004457758,0.0001732957,0.0002676424,0.001178063,0.0004409514,0.000013857,0.0006375686],"genre_scores_gemma":[0.2433711,0.7424179,0.004142981,0.001161666,0.0006377343,0.006319232,0.001134247,0.00004695535,0.0007681353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02501091,"threshold_uncertainty_score":0.1322719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3084232488184748,"score_gpt":0.5271547607721788,"score_spread":0.218731511953704,"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."}}