{"id":"W1542915261","doi":"","title":"Providing the Gift of Life: Canadian Medical Practitioners and the Treatment of Shock on the Battlefield","year":2001,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Battlefield; Shock (circulatory); Business; Computer security; Computer science; Medicine; History; Internal medicine; Ancient history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000988327,0.0001339584,0.000276283,0.0001875174,0.00052883,0.00001483256,0.0003341645,0.0001398452,0.0008819145],"category_scores_gemma":[0.002729195,0.00007016986,0.0001114327,0.0004172139,0.001171482,0.0001646427,0.00004368634,0.0006969855,0.00001443871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002185658,"about_ca_system_score_gemma":0.001179144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01153267,"about_ca_topic_score_gemma":0.02766555,"domain_scores_codex":[0.9982492,0.0005601287,0.0001969823,0.0001787537,0.0005998104,0.0002151087],"domain_scores_gemma":[0.9964708,0.002240229,0.0001574298,0.000548779,0.0001116069,0.0004711332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02163696,0.0053073,0.1292593,0.0003050971,0.005719816,0.004670378,0.03401574,0.00007806998,0.0005736678,0.5010967,0.2298509,0.06748601],"study_design_scores_gemma":[0.00285025,0.0003998684,0.002114175,0.0000755123,0.0003181073,0.00006655633,0.004065478,0.00007735642,0.00008100722,0.00004638833,0.9898269,0.0000784064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6629179,0.0006182701,0.00002731259,0.2248076,0.000208848,0.0007493568,0.0000172233,0.00002174901,0.1106318],"genre_scores_gemma":[0.9926075,0.0007464525,0.00004294805,0.003040606,0.00007128061,0.00000288869,0.000004583207,0.00001201389,0.003471678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.759976,"threshold_uncertainty_score":0.9950496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157858866011941,"score_gpt":0.2377127740443917,"score_spread":0.2161341853842723,"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."}}