{"id":"W2604610184","doi":"10.1177/1758573217701065","title":"The effect of humeral polyethylene insert constraint on reverse shoulder arthroplasty biomechanics","year":2017,"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","funders":"","keywords":"Polyethylene; Range of motion; Cadaveric spasm; Shoulders; Medicine; Biomechanics; Deltoid curve; Orthodontics; Shoulder joint; Deltoid muscle; Arthroplasty; Joint (building); Biomedical engineering; Composite material; Surgery; Materials science; Anatomy; Structural engineering; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0005739197,0.0004296533,0.000625807,0.00014116,0.0008873562,0.00008796565,0.0003173492,0.0002602385,0.0002490183],"category_scores_gemma":[0.0004520002,0.0002559351,0.000358075,0.0001152151,0.0006268937,0.0001160697,0.0001389841,0.0004794226,0.00007736659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009822483,"about_ca_system_score_gemma":0.0001745227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107441,"about_ca_topic_score_gemma":0.00004457648,"domain_scores_codex":[0.9977475,0.0001450404,0.0004440975,0.0004994253,0.0006072115,0.0005567326],"domain_scores_gemma":[0.9972256,0.0003386225,0.0003099102,0.00173067,0.00009174509,0.0003033848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01290429,0.002062851,0.08481002,0.000700994,0.004493592,0.001409957,0.001043995,0.00002759499,0.157138,0.0141191,0.05348001,0.6678095],"study_design_scores_gemma":[0.009442203,0.008349174,0.01211501,0.0003423199,0.001312739,0.000237659,0.0002109264,0.0002205081,0.9042936,0.0006601738,0.06226768,0.0005480254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728184,0.0006940123,0.0001363355,0.01108393,0.001760176,0.001542206,0.00008009217,0.0001331642,0.01175164],"genre_scores_gemma":[0.9957194,0.0002470083,0.0001357959,0.000775955,0.0002329397,0.00007917718,0.00002498153,0.00005601038,0.002728747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7471555,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329959353194593,"score_gpt":0.3313892464443096,"score_spread":0.3080896529123637,"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."}}