{"id":"W3216568768","doi":"10.1177/17585732211058804","title":"Stress shielding following stemless anatomic total shoulder arthroplasty","year":2021,"lang":"en","type":"article","venue":"Shoulder & Elbow","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University; Queen's University","funders":"","keywords":"Stress shielding; Shoulders; Medicine; Arthroplasty; Electromagnetic shielding; Implant; Radiography; Calcar; Stress (linguistics); Surgery; Orthodontics; Materials science; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001925694,0.0004804165,0.0007299339,0.0002202858,0.0003001722,0.0001219915,0.000118573,0.0003204547,0.001502791],"category_scores_gemma":[0.00008275073,0.0004342282,0.0005537003,0.0005576505,0.00008301314,0.0002582711,0.0001673398,0.000575771,0.00009823456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044772,"about_ca_system_score_gemma":0.0003858526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003719172,"about_ca_topic_score_gemma":0.00009611702,"domain_scores_codex":[0.9969806,0.0001130961,0.0005199626,0.0008740228,0.0007277041,0.0007846022],"domain_scores_gemma":[0.9983912,0.0001473087,0.00009911636,0.0008414465,0.0001253276,0.0003956333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009043883,0.004729212,0.7700788,0.0009641122,0.006217959,0.02581598,0.003995167,0.0006931401,0.06219275,0.005334871,0.01145724,0.1076163],"study_design_scores_gemma":[0.02075424,0.001309043,0.1635655,0.001741557,0.006612125,0.003998635,0.0136297,0.001780363,0.7451733,0.001107645,0.03717288,0.00315503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981669,0.002913437,0.0009105981,0.002076629,0.001746195,0.0005160323,0.00006419749,0.0002911089,0.009812814],"genre_scores_gemma":[0.9904442,0.00008695821,0.0009405867,0.0009426387,0.0004705325,0.00007176286,0.0002142502,0.00009861889,0.006730488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6829805,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535135463023515,"score_gpt":0.3168571142670096,"score_spread":0.2915057596367744,"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."}}