{"id":"W1110210249","doi":"10.1007/s00198-015-3268-x","title":"Risk factors for hip impact during real-life falls captured on video in long-term care","year":2015,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health; University of British Columbia; University of British Columbia Hospital; Simon Fraser University; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Hip fracture; Odds; Physical therapy; Falling (accident); Activities of daily living; Poison control; Injury prevention; Orthopedic surgery; Odds ratio; Physical medicine and rehabilitation; Osteoporosis; Emergency medicine; Surgery; Internal medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002783936,0.0002360788,0.000211853,0.0007778254,0.0004868101,0.0005885482,0.000346974,0.0006540446,0.001935992],"category_scores_gemma":[0.003256001,0.0001845967,0.0003465956,0.000670662,0.0001329699,0.0003747978,0.0005916227,0.000543474,0.0002612571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004614065,"about_ca_system_score_gemma":0.0003835078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03954149,"about_ca_topic_score_gemma":0.09314612,"domain_scores_codex":[0.9997806,0.00003222842,0.00002915209,0.00003307861,0.00006269773,0.00006223741],"domain_scores_gemma":[0.9990684,0.0001374881,0.0003590164,0.00002258027,0.0001971174,0.000215436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425188,0.0001270924,0.9967693,0.00001239713,0.00002980519,0.00008045859,0.0001372414,0.00002640304,0.0001117402,0.000005600192,0.0001997888,0.002357618],"study_design_scores_gemma":[0.000001909826,0.00004620748,0.9994001,0.000007178277,0.00001180763,0.00007083137,0.0002870603,0.0001121333,0.00001532913,0.000005294105,0.00003974117,0.000002360832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988561,0.0001061798,0.00003771417,0.0000395536,0.00000709615,0.00001050132,0.0004839601,0.000002970064,0.0004559554],"genre_scores_gemma":[0.9990209,0.00008409894,0.00008330391,0.00002109716,0.000007524442,0.00001020913,0.000498858,0.000001145262,0.0002728025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03954149,"threshold_uncertainty_score":0.07862264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671640714733485,"score_gpt":0.3806652713669019,"score_spread":0.3439488642195671,"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."}}