{"id":"W3190681444","doi":"10.1007/s00198-021-06080-5","title":"Hip fracture predicts subsequent hip fracture: a retrospective observational study to support a call to early hip fracture prevention efforts in post-fracture patients","year":2021,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada); Impact; Université Laval; McMaster University; Western University","funders":"Canadian Institutes of Health Research; Amgen Canada; Government of Ontario; Amgen","keywords":"Medicine; Hip fracture; Retrospective cohort study; Context (archaeology); Cohort; Cohort study; Fracture (geology); Orthopedic surgery; Physical therapy; Osteoporosis; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001518943,0.0003274625,0.0004225909,0.001065174,0.0008143961,0.0008853522,0.0006585634,0.0004808948,0.001298325],"category_scores_gemma":[0.004537428,0.000519463,0.0008446689,0.001823751,0.0003828937,0.0006143124,0.0006526703,0.0009664545,0.000281503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012217,"about_ca_system_score_gemma":0.00211559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04942691,"about_ca_topic_score_gemma":0.09295738,"domain_scores_codex":[0.9988311,0.0002247052,0.0001835419,0.0002816441,0.0003145688,0.0001645193],"domain_scores_gemma":[0.996682,0.0003728399,0.001599248,0.000402506,0.0004994789,0.0004438651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003574052,0.00002065532,0.999368,0.00001217473,0.00004520073,0.00003945934,0.00005098069,0.000008009797,0.00003275606,0.000009969209,0.0001519329,0.0002251719],"study_design_scores_gemma":[0.00001773121,0.0000938295,0.9984291,0.00002731641,0.00006862154,0.0004917172,0.0003098493,0.0001319847,0.00002223824,0.00001657595,0.0003850004,0.000006017938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963185,0.0005287883,0.0002299245,0.000135605,0.0000225769,0.00008307246,0.002166909,0.000005341242,0.0005094241],"genre_scores_gemma":[0.9978059,0.0002435726,0.0002548929,0.0001234531,0.00003086933,0.0000448357,0.001400655,0.000003445068,0.00009233387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04942691,"threshold_uncertainty_score":0.09827846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417104652140768,"score_gpt":0.3090560472506736,"score_spread":0.284885000729266,"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."}}