{"id":"W17459030","doi":"10.1111/j.1600-0420.2007.00925.x","title":"Factors affecting the efficacy of hip protectors during falls","year":2008,"lang":"en","type":"dissertation","venue":"Acta Ophthalmologica Scandinavica","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Greater trochanter; Sitting; Trochanter; Habitus; Medicine; Hip fracture; Physical therapy; Physical medicine and rehabilitation; Surgery; Osteoporosis; Femur; Femoral neck; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004378513,0.0001818322,0.0004216515,0.0004016282,0.0003680389,0.0005083169,0.0001775336,0.0004194527,0.001300329],"category_scores_gemma":[0.006642352,0.0001018169,0.000456285,0.0004520598,0.0002227107,0.0001706235,0.0001250738,0.0004208449,0.0002041868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206074,"about_ca_system_score_gemma":0.0005797363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742127,"about_ca_topic_score_gemma":0.002585355,"domain_scores_codex":[0.999496,0.0001444191,0.00008166365,0.00003896354,0.0001064108,0.0001325835],"domain_scores_gemma":[0.9973333,0.000994416,0.0009346931,0.00008965736,0.0003753157,0.0002726163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007346848,0.001381809,0.9281935,0.0002883398,0.0005630746,0.001593805,0.0004788259,0.0002695351,0.005449983,0.0001401614,0.0006496704,0.05364455],"study_design_scores_gemma":[0.00004948116,0.001576899,0.9958355,0.00004592734,0.0001243478,0.0008444717,0.0002201115,0.0001004528,0.0006060837,0.00006386427,0.0005249435,0.000007891462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933038,0.004088219,0.00008105569,0.0002392824,0.0000346085,0.00002465507,0.0001132162,0.000005570178,0.002109487],"genre_scores_gemma":[0.9987344,0.0008430248,0.00006302747,0.00003916078,0.00004368389,0.000006461286,0.00005524447,0.000001590902,0.0002134464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002742127,"threshold_uncertainty_score":0.005452275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986573534693776,"score_gpt":0.3174695588039873,"score_spread":0.2776038234570495,"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."}}