{"id":"W7115824121","doi":"","title":"ASSESSMENT OF HIP FRACTURE RISK IN OLDER ADULTS","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hip fracture; Osteoporosis; Cadaveric spasm; Bone mineral; Femur; Population; Risk assessment; Bone density","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":[0.0005532367,0.000311042,0.0003240238,0.001077627,0.0001617505,0.0002934064,0.0001614414,0.0003645774,0.0006714106],"category_scores_gemma":[0.001894744,0.0001343827,0.0003244724,0.0004871847,0.00007333557,0.0001945405,0.0003000085,0.0002022677,0.0001976583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251431,"about_ca_system_score_gemma":0.0001426072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254806,"about_ca_topic_score_gemma":0.006561629,"domain_scores_codex":[0.9997509,0.00005464219,0.00004270027,0.00003071382,0.0001074862,0.00001353652],"domain_scores_gemma":[0.9995328,0.00007087977,0.0001878931,0.0000201209,0.0001469512,0.00004142693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001379374,0.00004281312,0.9758009,0.00006154076,0.00006127043,0.0001061583,0.0001281326,0.0002192145,0.0007844922,0.00002832407,0.0002245111,0.0224046],"study_design_scores_gemma":[0.00000715259,0.000280467,0.9959436,0.00004507339,0.00006361018,0.0005623725,0.0002587427,0.001896665,0.000290193,0.0000940197,0.0005497246,0.000008426782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944107,0.001828982,0.001617805,0.0001020576,0.00002383876,0.00005462098,0.0004740481,0.00002842301,0.00145964],"genre_scores_gemma":[0.9960837,0.0008628848,0.002214622,0.00004300894,0.00002958959,0.0000286639,0.0003057652,0.000001982973,0.0004297835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003254806,"threshold_uncertainty_score":0.006471694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216429757554547,"score_gpt":0.283794184150677,"score_spread":0.2716298865751315,"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."}}