{"id":"W2345912100","doi":"10.2106/jbjs.15.01437","title":"Rethinking Orthopaedic Decision-Making for Frail Patients with Hip Fracture","year":2016,"lang":"en","type":"letter","venue":"Journal of Bone and Joint Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Hip fracture; Medicine; Perioperative; Cognition; Geriatrics; Cognitive impairment; Physical therapy; Intensive care medicine; Surgery; Osteoporosis; Psychiatry","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":[0.01687068,0.0009587553,0.002590512,0.002406341,0.003283442,0.005197037,0.006170386,0.02288995,0.0144115],"category_scores_gemma":[0.2311828,0.0007395,0.002570546,0.001950025,0.005102613,0.007337834,0.003444557,0.02583415,0.003872618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008123126,"about_ca_system_score_gemma":0.01836664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835252,"about_ca_topic_score_gemma":0.04281811,"domain_scores_codex":[0.9795659,0.01114406,0.002359042,0.001209528,0.004721117,0.001000304],"domain_scores_gemma":[0.7323716,0.1986309,0.01011686,0.003115985,0.04510454,0.01066018],"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":[0.00006755181,0.00002094317,0.0003645969,0.003360754,0.0001018223,0.0003901228,0.0006953342,0.0001219967,0.00003314716,0.001517532,0.9513143,0.04201183],"study_design_scores_gemma":[0.0003451351,0.0001616576,0.002091443,0.08288348,0.0003232044,0.001739509,0.003141409,0.0004899669,0.0001623574,0.01547122,0.8929457,0.0002448964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003853033,0.04575527,0.0003287253,0.8848915,0.06624323,0.00004805128,0.0002038079,0.00006748231,0.002076591],"genre_scores_gemma":[0.01156401,0.04957133,0.001295596,0.7526988,0.1829939,0.000260977,0.0002019161,0.00007369838,0.001339831],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02288995,"threshold_uncertainty_score":0.08922184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961977758765078,"score_gpt":0.2514593473780317,"score_spread":0.2318395697903809,"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."}}