{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199587,0.0001960021,0.000536231,0.000118493,0.0001925679,0.00004264547,0.00004840383,0.00008843185,0.0002287239],"category_scores_gemma":[0.0001072405,0.00008304463,0.0003869306,0.0001673126,0.0001654195,0.00007938137,0.00002241061,0.001131633,0.000002535393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003152596,"about_ca_system_score_gemma":0.0001377471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005184397,"about_ca_topic_score_gemma":0.00001034703,"domain_scores_codex":[0.9987189,0.0002297254,0.0002882523,0.000156716,0.000386665,0.0002197248],"domain_scores_gemma":[0.9989667,0.0001874282,0.0001702785,0.0002426706,0.0002118715,0.0002210306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002039884,0.000215295,0.9873924,0.00002115296,0.001001341,0.00163105,0.004221068,0.0003189637,0.0001890902,0.00001877044,0.00119887,0.001752096],"study_design_scores_gemma":[0.002972428,0.001261716,0.9893,0.000325923,0.0002307133,0.003706976,0.0008385786,0.00003615819,0.0009841583,0.0001021096,0.0001355845,0.0001056295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962705,0.0008030585,0.0001108348,0.001308511,0.00004003751,0.0001738956,0.000008746745,0.00001218308,0.001272215],"genre_scores_gemma":[0.9988512,0.0002951214,0.000191773,0.0003410959,0.0001809936,0.000002663571,0.000005260546,0.00001865889,0.0001132273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00338249,"threshold_uncertainty_score":0.4916447,"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."}}