{"id":"W4212908783","doi":"10.5435/jaaosglobal-d-21-00229","title":"Forearm and Arm Tourniquet Tolerance","year":2022,"lang":"en","type":"article","venue":"JAAOS Global Research and Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Tourniquet; Forearm; Compartment Syndromes; Upper limb","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":[0.001265569,0.0003390916,0.0003108911,0.0002649634,0.0001343352,0.0004681884,0.0002192724,0.0002568411,0.00600618],"category_scores_gemma":[0.004564463,0.00009652517,0.0003477222,0.0002162098,0.0001985589,0.0002581755,0.0002318137,0.0003783168,0.0004587555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664186,"about_ca_system_score_gemma":0.0001465837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002949321,"about_ca_topic_score_gemma":0.0002826402,"domain_scores_codex":[0.9988464,0.000411652,0.00009256407,0.0001642061,0.0003781041,0.0001071585],"domain_scores_gemma":[0.9960146,0.001545605,0.001553056,0.0001559619,0.0004293737,0.0003014463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0133614,0.002189635,0.709632,0.001449464,0.0004861866,0.000888711,0.001558039,0.0009513256,0.08047344,0.0002241767,0.001507027,0.1872785],"study_design_scores_gemma":[0.00016424,0.01704895,0.9705847,0.0001232634,0.0001578292,0.002793902,0.0003091523,0.0005547351,0.006330316,0.00009299421,0.001812506,0.00002750871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948475,0.001386679,0.001206822,0.00005091821,0.00001937248,0.00005318426,0.0001036411,0.0000256016,0.002306346],"genre_scores_gemma":[0.9984359,0.0002357598,0.0005644259,0.00005112678,0.00001821266,0.00004555066,0.0001041798,0.000006444931,0.0005384244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00600618,"threshold_uncertainty_score":0.02009267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195214241377968,"score_gpt":0.4285883896997781,"score_spread":0.3090669655619813,"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."}}