{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007129027,0.000128627,0.0002816794,0.0008945019,0.0004681208,0.0005306494,0.0002005067,0.0002712358,0.0008094855],"category_scores_gemma":[0.004286007,0.0001179694,0.0003217091,0.0009089949,0.0002183894,0.0005282538,0.000583759,0.0004048279,0.0001447018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424199,"about_ca_system_score_gemma":0.0006977312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434305,"about_ca_topic_score_gemma":0.006122572,"domain_scores_codex":[0.9994344,0.0001194397,0.0001612692,0.00006601523,0.0001248684,0.00009398795],"domain_scores_gemma":[0.9978938,0.0001455031,0.001473037,0.00003991671,0.0002350595,0.000212697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002599037,0.00002027672,0.9961438,0.00003464654,0.00002027863,0.00009144772,0.0002296449,0.00002511268,0.00005693398,0.00002512207,0.0001215064,0.003205241],"study_design_scores_gemma":[0.000002005282,0.00006495117,0.9983511,0.00005375549,0.00001360542,0.0004936552,0.0006312062,0.00005816646,0.00002725204,0.00004315666,0.000258501,0.000002686001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969592,0.001434776,0.000143282,0.0002581044,0.00001221522,0.00002214682,0.0003869766,0.00000346766,0.0007797111],"genre_scores_gemma":[0.9988816,0.0005624147,0.0001198903,0.00005664407,0.0000137213,0.00001140693,0.0002752708,7.702755e-7,0.00007824959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00434305,"threshold_uncertainty_score":0.008635581,"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."}}