{"id":"W2510388241","doi":"10.1136/jramc-2016-000664","title":"Randomised controlled trial comparing marksmanship following application of a tourniquet or haemostatic clamp in healthy volunteers","year":2016,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; Health Sciences Centre; OPKO Health (Canada); Sunnybrook Health Science Centre; Foothills Medical Centre","funders":"","keywords":"Medicine; Tourniquet; Randomized controlled trial; Anesthesia; Clamp; Physical therapy; Surgery; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004760638,0.0002034026,0.001359318,0.0002397206,0.00006748692,0.00001242408,0.0003851704,0.0001796478,0.0001026004],"category_scores_gemma":[0.01030526,0.00009587919,0.0005841219,0.0003097707,0.0001421611,0.00008856941,0.00005312541,0.0006274839,0.000005209745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415788,"about_ca_system_score_gemma":0.0009330216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004765599,"about_ca_topic_score_gemma":0.000191991,"domain_scores_codex":[0.9951437,0.0007632201,0.001980552,0.0001974978,0.001577681,0.0003373716],"domain_scores_gemma":[0.9953957,0.00250064,0.001182746,0.000288818,0.0002365694,0.0003955077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9522771,0.0005274352,0.01704053,0.0001425484,0.0002349276,0.0001289546,0.0004277109,0.00005590327,0.0006360349,0.0000361429,0.0007592824,0.02773346],"study_design_scores_gemma":[0.9634435,0.001991457,0.02229978,0.00196383,0.0004095857,0.000104626,0.000278336,0.008423427,0.000350617,0.0003238095,0.0002592269,0.0001517644],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726599,0.0002005154,0.01312387,0.01010581,0.001044953,0.002561302,0.000001859598,0.00001562907,0.0002862031],"genre_scores_gemma":[0.9980366,0.00004569787,0.0006649901,0.0006136423,0.0003812634,0.00007137221,0.00000152816,0.00002542548,0.0001594481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0275817,"threshold_uncertainty_score":0.9980314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039175589069965,"score_gpt":0.315642571161272,"score_spread":0.2852508152705723,"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."}}