{"id":"W2987916828","doi":"10.1016/j.jse.2019.08.018","title":"The effect of short-stem humeral component sizing on humeral bone stress","year":2019,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hand and Upper Limb Clinic","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Humerus; Implant; Cadaveric spasm; Stress shielding; Stem cell; Calcar; Anatomy; Stress (linguistics); Biomedical engineering; Orthodontics; Femur; Surgery; 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":[0.0006971363,0.0006984696,0.0004768487,0.0003839001,0.0001923359,0.0005372628,0.0003970573,0.0004481015,0.007369697],"category_scores_gemma":[0.00433353,0.0002371369,0.0004027305,0.0002981952,0.0006184056,0.0004654599,0.0002942555,0.0004379347,0.0005670657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879893,"about_ca_system_score_gemma":0.000333834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000873237,"about_ca_topic_score_gemma":0.001329538,"domain_scores_codex":[0.999678,0.00008938026,0.00005223289,0.00005286956,0.0000758371,0.00005175528],"domain_scores_gemma":[0.994968,0.003992629,0.0002973407,0.0001975896,0.0002408825,0.0003035153],"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":[0.2678521,0.009040172,0.07425703,0.0005169135,0.0005432925,0.001298357,0.0007598818,0.01246574,0.4546682,0.0005880608,0.000890329,0.1771199],"study_design_scores_gemma":[0.004937713,0.1718645,0.5713325,0.0001298928,0.001963383,0.004121193,0.001579487,0.02544593,0.2137505,0.001429064,0.003277984,0.0001677503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984732,0.0002122579,0.0004507407,0.00004472958,0.00006156725,0.00001329834,0.00006077463,0.00002403091,0.000659433],"genre_scores_gemma":[0.9987348,0.00007535444,0.0004323531,0.00003209801,0.00002955282,0.000006643455,0.00004700591,0.00001849585,0.0006237843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007369697,"threshold_uncertainty_score":0.02465409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229460738766647,"score_gpt":0.296133708538571,"score_spread":0.2738391011509045,"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."}}