{"id":"W4368617944","doi":"10.1097/oi9.0000000000000249","title":"Great debates in trauma biomechanics","year":2023,"lang":"en","type":"review","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Biomechanics; Physical medicine and rehabilitation; Psychology; Medicine; Anatomy","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":[0.008347963,0.0009291649,0.001777534,0.002921429,0.001599266,0.004601124,0.001637911,0.006908659,0.007948602],"category_scores_gemma":[0.0133558,0.0005809524,0.001360597,0.0041948,0.005503193,0.01105798,0.002587775,0.01019077,0.002671318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552189,"about_ca_system_score_gemma":0.004149669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410911,"about_ca_topic_score_gemma":0.001812737,"domain_scores_codex":[0.9966081,0.001316378,0.0004037852,0.0003598859,0.00112354,0.0001882506],"domain_scores_gemma":[0.9858825,0.01117106,0.000551354,0.0003412549,0.001670704,0.0003830613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009995345,0.00005663794,0.0001126962,0.01913583,0.0001088741,0.0003564487,0.002095175,0.0002842303,0.0008513084,0.1387248,0.3451028,0.4930712],"study_design_scores_gemma":[0.00001096629,0.00002598771,0.0002561678,0.006474675,0.00002310634,0.0004163731,0.0007192125,0.00003060205,0.00007660555,0.01872679,0.973218,0.00002147222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008490952,0.9729858,0.0001966334,0.01906447,0.006356319,0.000002864174,0.000008997998,0.000008237984,0.001291675],"genre_scores_gemma":[0.00347829,0.9494191,0.0005118289,0.02901786,0.01477343,0.0000246501,0.0000433476,0.00001889538,0.002712524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008347963,"threshold_uncertainty_score":0.04414874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041777467480494,"score_gpt":0.4787264108638346,"score_spread":0.2745486641157852,"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."}}