{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008482913,0.007327913,0.003095198,0.01301742,0.01344945,0.005526955,0.00602792,0.02245934,0.01908329],"category_scores_gemma":[0.008522501,0.003520483,0.004273827,0.007303095,0.00472447,0.004836028,0.005805961,0.01000562,0.007196925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005138217,"about_ca_system_score_gemma":0.001905298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003221239,"about_ca_topic_score_gemma":0.006221561,"domain_scores_codex":[0.9971858,0.00031486,0.0003227438,0.000571008,0.0003821761,0.001223431],"domain_scores_gemma":[0.9963955,0.0007958519,0.0007979784,0.0003677837,0.0002594414,0.001383481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001213032,0.00004061371,0.0004262767,0.00001701586,0.000005596565,0.9987634,0.00006434003,0.00002813388,0.00004963062,0.0001289194,0.0001919562,0.000271918],"study_design_scores_gemma":[0.000006755981,0.00002540874,0.0006816435,0.000009817575,0.000006438456,0.998391,0.0001368613,0.00006170796,0.0000770562,0.0001571906,0.0004343921,0.00001179547],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7756267,0.01482977,0.01258814,0.02829554,0.008743888,0.001492595,0.002403976,0.001296508,0.1547229],"genre_scores_gemma":[0.9568895,0.003277043,0.004166615,0.005820378,0.009141345,0.0001907621,0.0005012302,0.0001837411,0.01982934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02245934,"threshold_uncertainty_score":0.06383997,"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."}}