{"id":"W4404297147","doi":"10.29173/cjen362","title":"Case study — Traumatic amputation","year":2007,"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":false,"ca_institutions":"","funders":"","keywords":"Amputation; Medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000956906,0.0001370238,0.000259806,0.0007467315,0.0002012261,0.00001968497,0.0000745481,0.00006421765,0.0002212314],"category_scores_gemma":[0.0003091202,0.0001358967,0.0001195911,0.0005393219,0.00004037598,0.0002120816,0.000001302784,0.0002739254,0.000009962448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005640719,"about_ca_system_score_gemma":0.0007160956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002268328,"about_ca_topic_score_gemma":0.04001333,"domain_scores_codex":[0.9982959,0.00006290372,0.0008278396,0.0001330931,0.0003050873,0.0003751588],"domain_scores_gemma":[0.9981433,0.00004155652,0.0003020873,0.0001547084,0.0004756961,0.0008826933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001868793,0.0005901114,0.1507454,0.0001191165,0.0002204435,0.06207526,0.1050791,0.0002327974,0.0009654969,0.00009296583,0.003352565,0.6763399],"study_design_scores_gemma":[0.004262494,0.002929216,0.6771254,0.0009947798,0.0010537,0.05400575,0.256403,0.000439238,0.0005096144,0.001060726,0.000704383,0.000511689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895347,0.0006863996,0.004470172,0.0004210119,0.002836756,0.0003546572,0.00000225532,0.00001057346,0.001683423],"genre_scores_gemma":[0.9979444,0.000005823099,0.001517523,0.0000451168,0.0003919867,8.612289e-7,0.00000283775,0.00002813004,0.00006332081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6758282,"threshold_uncertainty_score":0.9775039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08167288844348296,"score_gpt":0.3728217955933856,"score_spread":0.2911489071499026,"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."}}