{"id":"W4385191016","doi":"10.1016/j.jseint.2023.06.023","title":"Implications of humeral short-stem diametral sizing on implant stability","year":2023,"lang":"en","type":"article","venue":"JSES International","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Cadaveric spasm; Stiffness; Implant; Stress shielding; Initial stability; Orthodontics; Biomedical engineering; Stem cell; Medicine; Materials science; Femur; Surgery; Composite material; Biology","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":[0.001185865,0.0003279349,0.0001443972,0.0003918009,0.0001839559,0.0005368955,0.000242869,0.0002763963,0.003148828],"category_scores_gemma":[0.003056269,0.0001838815,0.0002013888,0.0001758898,0.0005991049,0.0003702786,0.0003750389,0.0001590435,0.0004430622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939282,"about_ca_system_score_gemma":0.0002293588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002313081,"about_ca_topic_score_gemma":0.0006023733,"domain_scores_codex":[0.9993638,0.0001868199,0.00009010615,0.00008939036,0.0002134449,0.00005643546],"domain_scores_gemma":[0.9963757,0.002274608,0.0006569146,0.0002411437,0.0003147522,0.0001367251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00221358,0.0001432709,0.121031,0.0002798431,0.00004101625,0.0005942112,0.0002480979,0.002462171,0.8038286,0.0003699498,0.0001912687,0.06859699],"study_design_scores_gemma":[0.00006753414,0.004402237,0.6319043,0.0000611141,0.0001089264,0.004785121,0.0005650228,0.00598383,0.3495588,0.000599997,0.001926846,0.00003620894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963357,0.0004047875,0.001963343,0.00004900168,0.0000155848,0.000008493909,0.00003872414,0.00001855115,0.001165854],"genre_scores_gemma":[0.9988605,0.00009314655,0.000806982,0.00002406962,0.000007977424,0.000003521031,0.0000172853,0.000006427204,0.0001801336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003148828,"threshold_uncertainty_score":0.01053387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122315135824794,"score_gpt":0.3972261874801593,"score_spread":0.2849946738976799,"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."}}