{"id":"W3128424477","doi":"10.1302/0301-620x.103b2.bjj-2020-1011.r1","title":"Impact of preoperative echocardiography on surgical delays and outcomes among adults with hip fracture","year":2021,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Hip fracture; Medicine; Cardiology; Internal medicine; Osteoporosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005078507,0.0001499699,0.0001799547,0.0004176312,0.0003821434,0.0005021926,0.0002316266,0.0002741936,0.001256476],"category_scores_gemma":[0.004179925,0.0001543819,0.0004032366,0.0006506866,0.0002583727,0.0003474742,0.0003831003,0.0005499193,0.00007177171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009671015,"about_ca_system_score_gemma":0.001330278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0595985,"about_ca_topic_score_gemma":0.1122393,"domain_scores_codex":[0.9993231,0.0000949747,0.00009981495,0.000125804,0.0001940542,0.0001622039],"domain_scores_gemma":[0.9977289,0.0003295692,0.001379353,0.00008275991,0.0001954337,0.0002840289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004205234,0.00001039517,0.99906,0.000004055529,0.00001704456,0.00002310594,0.00001461379,0.00001677188,0.00002078978,0.000009217178,0.00004730769,0.0007345875],"study_design_scores_gemma":[0.000003909016,0.00003982035,0.999503,0.000008137381,0.0000150478,0.0001256645,0.0001007745,0.0001084038,0.00001451892,0.00001370171,0.00006523463,0.000001809539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998831,0.0004247742,0.00005154467,0.0001048869,0.000008399564,0.000004643194,0.0002521766,0.000001383488,0.0003210822],"genre_scores_gemma":[0.9995937,0.0001135448,0.00004033534,0.00002861153,0.00001126877,0.000002436593,0.000164615,5.276743e-7,0.00004498089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0595985,"threshold_uncertainty_score":0.1185032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009606025839738366,"score_gpt":0.2687364576566729,"score_spread":0.2591304318169346,"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."}}