{"id":"W4406442073","doi":"10.1016/j.ysur.2015.03.163","title":"10.1016/j.ysur.2015.03.163","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric trauma; Prospective cohort study; Gerontology; Emergency medicine; Injury Severity Score; Internal medicine; Injury prevention; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001231298,0.0001731542,0.0002684721,0.00008535145,0.00004751849,0.00002033115,0.0001534301,0.00009387625,0.9986699],"category_scores_gemma":[0.0001184225,0.0001598013,0.00007979089,0.0002309061,0.00004616477,0.00007260527,0.00003416897,0.0001747009,0.9987427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006593285,"about_ca_system_score_gemma":0.000054511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004341364,"about_ca_topic_score_gemma":4.781368e-7,"domain_scores_codex":[0.9988069,0.00002822883,0.000221295,0.0002868552,0.0003053025,0.0003513968],"domain_scores_gemma":[0.9989982,0.00006050446,0.00002438171,0.0005277251,0.00007526147,0.0003139407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001236425,0.00007077144,6.99176e-7,0.00001280382,0.00002429184,0.00003059183,0.00002997506,0.000009289911,0.0001043198,2.205078e-7,0.5847915,0.4148019],"study_design_scores_gemma":[0.0009455501,0.0004178389,0.0002889447,0.00008409383,0.00005253903,0.00008378495,0.000001508059,0.0001328558,0.0003476926,0.000004918582,0.9974613,0.0001790357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001425507,0.0001165734,5.9371e-7,0.003760385,0.000003230342,0.000358784,0.00001662552,0.0002426203,0.9940757],"genre_scores_gemma":[0.0005521019,4.858933e-7,0.0003538765,0.0002983835,0.0003207545,0.0000208562,0.00004110847,0.00004470759,0.9983677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4146229,"threshold_uncertainty_score":0.6516508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008710843752951902,"score_gpt":0.2161075219265685,"score_spread":0.2073966781736166,"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."}}