{"id":"W6979738757","doi":"","title":"Active stiffness and strength in individuals with unilateral anterior shoulder instability: a bilateral comparison","year":2009,"lang":"en","type":"dissertation","venue":"AUT Scholarly Commons","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stiffness; Elbow; Anterior shoulder; Joint stiffness; Muscle stiffness; Joint stability; Athletes; Shoulders; Shoulder joint; Upper limb","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001955427,0.0006140329,0.001193179,0.0005332978,0.0001845143,0.0003802738,0.0001812638,0.0005421016,0.00006313052],"category_scores_gemma":[0.00005274322,0.0004828332,0.0001077453,0.000428601,0.00009473536,0.001029468,0.00004682366,0.001794367,0.000006066231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360053,"about_ca_system_score_gemma":0.0003242243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004633572,"about_ca_topic_score_gemma":0.007367365,"domain_scores_codex":[0.9974562,0.000184689,0.0006383731,0.0007391704,0.0005106948,0.0004708972],"domain_scores_gemma":[0.9986204,0.00011203,0.0002693669,0.0005768323,0.0001623577,0.0002590496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002545121,0.001804197,0.9153931,0.0001944165,0.0005657694,0.0003384029,0.007234475,0.000002541433,0.00038969,0.00009145389,0.00005871714,0.07138212],"study_design_scores_gemma":[0.004822405,0.001041746,0.9872919,0.001141455,0.0008107731,0.00007745627,0.001632772,0.00002037016,0.001862993,0.0001716317,0.0006672049,0.0004592643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99461,0.0006349547,0.000001426471,0.0006378916,0.0001508733,0.001305226,0.0001183342,0.0001037781,0.002437546],"genre_scores_gemma":[0.9963091,0.00004818468,0.0002930753,0.0002217231,0.00004286582,0.0001253085,0.00200201,0.00006403394,0.0008936886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07189883,"threshold_uncertainty_score":0.9997624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570386424065103,"score_gpt":0.3305500248291848,"score_spread":0.3048461605885338,"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."}}