{"id":"W7161759454","doi":"10.82308/28447","title":"Geriatric hip fractures: do they necessitate admission to a Level 1 trauma center?","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traffic accident; Traumatology; Population; Hospital ward","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005920324,0.0002196991,0.0004491313,0.0006460881,0.0007964274,0.0009518014,0.0006216733,0.00102939,0.006484096],"category_scores_gemma":[0.007967959,0.0002078966,0.0003455128,0.00140231,0.0004953798,0.0006194884,0.0005883289,0.0006490357,0.0003163823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004107601,"about_ca_system_score_gemma":0.006367492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1878152,"about_ca_topic_score_gemma":0.3693651,"domain_scores_codex":[0.9992016,0.0001370977,0.00007695999,0.0001074207,0.0001916547,0.000285345],"domain_scores_gemma":[0.9971882,0.0003189371,0.001527799,0.00004773754,0.0004221065,0.0004953219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048335,0.00004490044,0.9895509,0.0001318847,0.00004288943,0.000520925,0.0002267735,0.00006602046,0.00005921779,0.00007858995,0.001286203,0.007887028],"study_design_scores_gemma":[0.00001621437,0.00006820356,0.9967325,0.0001332267,0.00003037051,0.0007743084,0.001402727,0.0001018674,0.00002090775,0.00009870346,0.0006139147,0.000006966223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864371,0.003140766,0.0001258987,0.005340152,0.00007075234,0.0000739958,0.0009212416,0.000008468208,0.003881501],"genre_scores_gemma":[0.9974144,0.001224748,0.0001166091,0.0005632024,0.00008333055,0.00002146589,0.0002880916,0.000001942405,0.0002861494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878152,"threshold_uncertainty_score":0.3734441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449144952379021,"score_gpt":0.3284899619964087,"score_spread":0.3039985124726185,"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."}}