{"id":"W4389092989","doi":"10.1016/j.injury.2023.111247","title":"Biomechanical design optimization of proximal humerus locked plates: A review","year":2023,"lang":"en","type":"review","venue":"Injury","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Victoria Hospital","funders":"","keywords":"Biomechanics; Malunion; Orthodontics; Stiffness; Finite element method; Medicine; Structural engineering; Engineering; Surgery; Nonunion","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":[0.001250997,0.0015591,0.002418044,0.003539687,0.0002832591,0.001489517,0.001581188,0.001563447,0.004285432],"category_scores_gemma":[0.002561936,0.0006914094,0.001614789,0.003018024,0.0004876077,0.001200866,0.0007804883,0.001044554,0.001113282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043978,"about_ca_system_score_gemma":0.00166931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954359,"about_ca_topic_score_gemma":0.002912459,"domain_scores_codex":[0.9994748,0.00007092962,0.0001272719,0.00009576298,0.0002034226,0.00002786644],"domain_scores_gemma":[0.9986928,0.0007723638,0.0002007017,0.00002802269,0.000272721,0.00003338667],"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":[0.0001417899,0.0001413833,0.0003653521,0.1008381,0.0005279153,0.0001301749,0.00005759463,0.001378498,0.001991099,0.001218798,0.009019827,0.8841894],"study_design_scores_gemma":[0.0002444833,0.001040077,0.006318447,0.07787553,0.005999079,0.003586375,0.0004084457,0.002238174,0.003524765,0.004412563,0.8941194,0.0002325649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002018839,0.9991007,0.0002731901,0.00006408797,0.00007780884,0.000006440581,0.00002247525,0.000004933655,0.0002484327],"genre_scores_gemma":[0.00118964,0.9977181,0.0006578674,0.00008238669,0.0000975946,0.000008512235,0.00003396993,0.00000267278,0.0002092744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004285432,"threshold_uncertainty_score":0.01433617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617373256359849,"score_gpt":0.4245314743110684,"score_spread":0.2627941486750835,"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."}}