{"id":"W2883672488","doi":"10.1371/journal.pone.0201096","title":"A novel sideways fall simulator to study hip fractures ex vivo","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Killam Trusts","keywords":"Cadaveric spasm; Greater trochanter; Pelvis; Femur; Ground reaction force; Lesser Trochanter; Biomechanics; Medicine; Orthodontics; Impact; Torso; Geology; Surgery; Anatomy; Structural engineering; Kinematics; Engineering; Physics","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":[0.0007325508,0.000589988,0.0003804236,0.0004456298,0.000182656,0.0001672801,0.0006925714,0.0006627095,0.002733412],"category_scores_gemma":[0.0004679789,0.0003658799,0.0003302129,0.0002075393,0.0003662739,0.0001773299,0.0005919061,0.0004784831,0.0003817493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128116,"about_ca_system_score_gemma":0.0005210377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008791597,"about_ca_topic_score_gemma":0.002448118,"domain_scores_codex":[0.9997188,0.00004535004,0.00002059751,0.00004755944,0.0001305791,0.00003703347],"domain_scores_gemma":[0.9996459,0.00007494109,0.00004451819,0.0000673653,0.00007994352,0.00008720112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004941071,0.0006750746,0.002912306,0.0002051744,0.00002176511,0.0002304248,0.0001733838,0.002680589,0.9836299,0.0001428744,0.0002249214,0.008609414],"study_design_scores_gemma":[0.0003648983,0.03826629,0.0720169,0.0001474914,0.0002706284,0.003456229,0.000830833,0.04999648,0.8208432,0.0006910676,0.01298956,0.0001264122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214209,0.0006154812,0.07474647,0.00006351121,0.0001301166,0.0007108331,0.0007615109,0.0002194852,0.001331651],"genre_scores_gemma":[0.8704503,0.001152299,0.1223238,0.0001411479,0.00004323876,0.001295026,0.00126582,0.00006183392,0.003266564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733412,"threshold_uncertainty_score":0.009144187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138635300596379,"score_gpt":0.3076084521616285,"score_spread":0.2462220991556647,"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."}}