{"id":"W4368358959","doi":"10.1002/jor.25583","title":"Effects of dynamization timing and degree on bone healing of different fracture types","year":2023,"lang":"en","type":"article","venue":"Journal of Orthopaedic Research®","topic":"Bone fractures and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Shriners Hospitals for Children - Canada","funders":"National Natural Science Foundation of China","keywords":"Bone healing; Stiffness; Fixation (population genetics); Spiral (railway); Orthodontics; Fracture (geology); Wedge (geometry); Reduction (mathematics); Biomedical engineering; Medicine; Materials science; Anatomy; Mathematics; Composite material; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006903169,0.00009031803,0.000379955,0.0005283759,0.00005677881,0.000008337822,0.00004792503,0.00008060985,0.00002128121],"category_scores_gemma":[0.001029545,0.00005587386,0.0001127764,0.0003157859,0.000087516,0.00005523056,0.00003675711,0.0004171852,0.000002028101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004535975,"about_ca_system_score_gemma":0.00007972454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002205417,"about_ca_topic_score_gemma":0.000005109494,"domain_scores_codex":[0.998383,0.0001201401,0.0003675892,0.00009801691,0.000843392,0.0001878796],"domain_scores_gemma":[0.9983186,0.000836987,0.0002585599,0.0001158793,0.0003169778,0.0001529957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009563858,0.003244202,0.4946439,0.009033152,0.002151431,0.005365547,0.003774727,0.001399473,0.06323761,0.0005325459,0.01017138,0.3968822],"study_design_scores_gemma":[0.004207195,0.004053649,0.9687476,0.003047942,0.0002140772,0.0001189066,0.0001389949,0.0012454,0.01693253,0.0006696539,0.0005469457,0.00007714329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99608,0.001838485,0.0001420488,0.001479352,0.00010242,0.0001965143,0.000002345581,0.000006219137,0.0001526548],"genre_scores_gemma":[0.9979809,0.001457637,0.000185297,0.00003765352,0.00012724,0.000001839268,0.000005274606,0.00001584317,0.0001883478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4741037,"threshold_uncertainty_score":0.227847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05598662784108541,"score_gpt":0.3708918682937128,"score_spread":0.3149052404526274,"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."}}