{"id":"W2894347836","doi":"10.1136/injuryprevention-2018-safety.618","title":"PW 1932 Biomechanical determinants of hip fracture in older adults: evidence from video capture of falls in long-term care","year":2018,"lang":"en","type":"article","venue":"Abstracts","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Fraser Health; University of British Columbia","funders":"","keywords":"Pelvis; Hip fracture; Fracture (geology); Medicine; Poison control; Injury prevention; Physical therapy; Orthodontics; Physical medicine and rehabilitation; Osteoporosis; Surgery; Geology; Medical emergency; Geotechnical engineering; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002608292,0.0003238104,0.0004214013,0.002081537,0.0004528879,0.000911481,0.0007767022,0.0007967105,0.001902439],"category_scores_gemma":[0.02356105,0.000362649,0.001121059,0.001986756,0.0003092239,0.0007731211,0.001004692,0.0003857391,0.0002936782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433449,"about_ca_system_score_gemma":0.0006449236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0365822,"about_ca_topic_score_gemma":0.03963152,"domain_scores_codex":[0.997925,0.0007609789,0.0003144643,0.0002549691,0.0006242047,0.0001203442],"domain_scores_gemma":[0.9885986,0.004122809,0.004303679,0.000429079,0.002240351,0.0003055244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001902698,0.0001061411,0.9751621,0.0007420105,0.0006788178,0.00005230858,0.0004120261,0.00005359584,0.00006036266,0.0000354869,0.0004874016,0.02201953],"study_design_scores_gemma":[0.00001197597,0.0001395499,0.9976041,0.0004582291,0.000223095,0.0001296889,0.0005822805,0.0002260777,0.0000322896,0.00003118958,0.0005531519,0.000008472623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783252,0.01387538,0.0007504087,0.0004073984,0.00008945847,0.0001392908,0.002830652,0.00001276324,0.003569285],"genre_scores_gemma":[0.9890248,0.007299019,0.0007610319,0.0003169397,0.0001043897,0.0001318014,0.001860015,0.00000493706,0.0004970253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0365822,"threshold_uncertainty_score":0.07273853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376409308633121,"score_gpt":0.3597681162690789,"score_spread":0.3360040231827477,"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."}}