{"id":"W2063778329","doi":"10.1097/00005373-200508000-00154","title":"STATISTICAL VALIDATION OF THE REVISED TRAUMA SCORE","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Psychology; Medicine; History; Library science; Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06571843,0.00105365,0.001654222,0.00474611,0.001041062,0.002929898,0.002522852,0.001527729,0.003408029],"category_scores_gemma":[0.2326968,0.0007528917,0.002502141,0.005577346,0.002184625,0.002070393,0.002722401,0.002241768,0.001620832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594632,"about_ca_system_score_gemma":0.003387208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004274751,"about_ca_topic_score_gemma":0.00337823,"domain_scores_codex":[0.9205769,0.04186262,0.01042441,0.008504644,0.01680403,0.00182732],"domain_scores_gemma":[0.7371917,0.1442747,0.02830116,0.03294151,0.05445134,0.002839554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001819756,0.0001447653,0.9631283,0.0002189031,0.001694701,0.00009989927,0.0008096179,0.002102127,0.000763907,0.001274067,0.003966759,0.02397724],"study_design_scores_gemma":[0.0004691416,0.001581665,0.9644535,0.0001915683,0.001133575,0.0005281017,0.0008683913,0.01595259,0.001487256,0.002546353,0.0106849,0.0001030154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400702,0.002270492,0.0363909,0.0008084137,0.001739222,0.001052418,0.008125392,0.000271117,0.009271847],"genre_scores_gemma":[0.9852616,0.0002541889,0.007557814,0.00015378,0.0002457545,0.0008820156,0.004326805,0.0001823768,0.00113563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06571843,"threshold_uncertainty_score":0.3475564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274073746946234,"score_gpt":0.3361552312642663,"score_spread":0.3087478565696429,"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."}}