{"id":"W3160900168","doi":"10.9778/cmajo.20200214","title":"Management of severe frostbite with iloprost, alteplase and heparin: a Yukon case series","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Yukon University; University of Saskatchewan; University of Calgary","funders":"","keywords":"Frostbite; Medicine; Iloprost; Surgery; Adverse effect; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000127575,0.0001310981,0.0003074348,0.00004131317,0.00007318104,0.00007342432,0.00008957371,0.00003170367,0.0003862896],"category_scores_gemma":[0.000007969403,0.0001014239,0.00002985484,0.0001784904,0.00006648988,0.0002351701,0.0005267184,0.00007559546,0.00001475375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001710981,"about_ca_system_score_gemma":0.00003043135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001926288,"about_ca_topic_score_gemma":0.0003229529,"domain_scores_codex":[0.9992211,0.00002025338,0.0001790447,0.0002714781,0.0001475141,0.0001605438],"domain_scores_gemma":[0.9993852,0.00001554946,0.00006217293,0.0003879589,0.00006043316,0.00008872795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005815304,0.0007534587,0.6355631,0.005733226,0.002692505,0.189074,0.00235313,0.0000161511,0.0005282508,0.02960121,0.02347285,0.1043969],"study_design_scores_gemma":[0.0358063,0.003591581,0.4904262,0.00417483,0.003509838,0.05877711,0.02740545,0.0001491534,0.03332453,0.001867097,0.3390593,0.001908621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224278,0.0003654117,0.00003661817,0.001862213,0.00007070852,0.0008845687,0.00002064293,0.00002620897,0.07430582],"genre_scores_gemma":[0.9240274,0.0002540482,0.00683101,0.0006577774,0.00003066839,0.00004576545,0.00005348722,0.00002421519,0.0680756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3155864,"threshold_uncertainty_score":0.42296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252529607692403,"score_gpt":0.2887122713890761,"score_spread":0.2661869753121521,"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."}}