{"id":"W3204519328","doi":"10.1111/ajag.13000","title":"Injury profiles and clinical management of older patients with major trauma","year":2021,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Psychological intervention; Injury Severity Score; Major trauma; Head injury; Head trauma; Injury prevention; Physical therapy; Poison control; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001372689,0.0001275794,0.0002949332,0.00006347958,0.00009018109,0.00001504912,0.00004008563,0.00004708345,0.0001661107],"category_scores_gemma":[0.00001763234,0.000089393,0.000105107,0.0001279574,0.00007398736,0.00006488871,0.00002466491,0.000316311,0.000004573938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001936912,"about_ca_system_score_gemma":0.00002394334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001159889,"about_ca_topic_score_gemma":0.000002093587,"domain_scores_codex":[0.9988778,0.00004478562,0.0004155174,0.0001813559,0.0002835031,0.0001970489],"domain_scores_gemma":[0.9994295,0.00001833618,0.00012844,0.0001267935,0.0001430408,0.0001538714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003601946,0.0004904629,0.7493412,0.0002606809,0.0009107275,0.002022019,0.0003266637,8.754917e-7,0.00003607571,0.0001789384,0.001368298,0.2447038],"study_design_scores_gemma":[0.002319498,0.0009072583,0.9928122,0.001021157,0.000296563,0.00007561329,0.00107323,5.441965e-7,0.0005080339,0.00002510867,0.0008699288,0.00009082562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926204,0.0001233949,0.00002834424,0.0006319848,0.0002560685,0.000143369,0.000004453907,0.00001075478,0.006181196],"genre_scores_gemma":[0.9967521,0.000233384,0.002004093,0.00009027603,0.0001130203,0.000002122969,0.000004252417,0.00001572832,0.0007850295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244613,"threshold_uncertainty_score":0.3645341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215951390932674,"score_gpt":0.3165989428267812,"score_spread":0.2950038037335139,"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."}}