{"id":"W2206158162","doi":"10.1016/j.jelekin.2015.12.008","title":"The translational value of shoulder biomechanics research","year":2015,"lang":"en","type":"editorial","venue":"Journal of Electromyography and Kinesiology","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Health care; Biomechanics; Computer science; Manual handling; Field (mathematics); Medicine; Simulation; Engineering; Mechanical engineering; Operations management; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01670439,0.004105404,0.004886284,0.00710487,0.003250053,0.01177459,0.004770542,0.02298138,0.01024677],"category_scores_gemma":[0.04926379,0.001661429,0.003520774,0.001975784,0.005384752,0.006564835,0.003034755,0.02519408,0.006019874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003711468,"about_ca_system_score_gemma":0.004886973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671208,"about_ca_topic_score_gemma":0.004486714,"domain_scores_codex":[0.9891549,0.001972317,0.001722816,0.001014463,0.005524899,0.0006107559],"domain_scores_gemma":[0.9195778,0.04164179,0.003766231,0.001984944,0.02604494,0.006984293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007520062,0.00002347054,0.0000573032,0.0007663048,0.00004893691,0.0001954609,0.00002787958,0.00003691015,0.00009881541,0.0006250972,0.9873696,0.01067501],"study_design_scores_gemma":[0.0001476569,0.0000658888,0.0005353242,0.001437602,0.0001508107,0.0005227776,0.0001063205,0.0002763118,0.0001658751,0.002607352,0.9939421,0.00004200359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002339235,0.008290865,0.00007624141,0.01947338,0.9716244,0.00000690828,0.00001559679,0.00002186746,0.0004673008],"genre_scores_gemma":[0.0002193656,0.004526426,0.00007240944,0.007852614,0.985664,0.000006481051,0.000008190504,0.000009483299,0.001640988],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02298138,"threshold_uncertainty_score":0.08834237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03877785453581115,"score_gpt":0.3861172683893095,"score_spread":0.3473394138534984,"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."}}