{"id":"W2613249993","doi":"10.1007/s12630-017-0879-z","title":"CCCS-SSAI WikiRecs Clinical Practice Guideline: vasopressors in early traumatic shock","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; University of Alberta; Université de Sherbrooke; Canadian Nurses Association; McMaster University","funders":"","keywords":"Guideline; Traumatic Shock; Shock (circulatory); Medicine; Clinical Practice; Intensive care medicine; Internal medicine; Family medicine; Pathology","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":[0.003863094,0.001473777,0.00281502,0.004230824,0.001320654,0.002345392,0.002191856,0.009813815,0.0138189],"category_scores_gemma":[0.02663783,0.0007776197,0.002077526,0.003042826,0.0008759967,0.00133591,0.00230901,0.007112938,0.01265173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003544401,"about_ca_system_score_gemma":0.01280337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02245648,"about_ca_topic_score_gemma":0.05330626,"domain_scores_codex":[0.9945199,0.001322755,0.002072521,0.000178472,0.001518364,0.000388044],"domain_scores_gemma":[0.9796631,0.0050337,0.00337366,0.000356923,0.009535887,0.002036767],"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":[0.0001066779,0.000132619,0.001405366,0.001521552,0.00006118247,0.0002749277,0.00005633744,0.0005481266,0.0002460859,0.0007831128,0.9036384,0.09122556],"study_design_scores_gemma":[0.0007724431,0.000182561,0.01292193,0.02238533,0.0002941428,0.001943333,0.0001551766,0.001419106,0.000766815,0.003483119,0.9555523,0.0001238074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006837584,0.1226874,0.01589386,0.5078433,0.0330239,0.004667562,0.0294799,0.002379742,0.2771869],"genre_scores_gemma":[0.05584488,0.196127,0.1561969,0.3295628,0.04631354,0.01362464,0.07478188,0.001229705,0.1263186],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02245648,"threshold_uncertainty_score":0.04622877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03871516912934501,"score_gpt":0.3297765510523311,"score_spread":0.291061381922986,"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."}}