{"id":"W4403117635","doi":"10.1016/j.jseint.2024.09.016","title":"The efficacy of conservative management of micro-traumatic posterior shoulder instability","year":2024,"lang":"en","type":"article","venue":"JSES International","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instability; Conservative management; Posterior shoulder; Physical medicine and rehabilitation; Medicine; Geology; Surgery; Physics; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005831067,0.0002427535,0.0004744134,0.0003846104,0.000189631,0.0002248419,0.0003036509,0.0002979173,0.001701967],"category_scores_gemma":[0.003093424,0.00008014362,0.0003783011,0.0001557046,0.0002578972,0.0002793353,0.0002421481,0.0003249358,0.000167534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002792274,"about_ca_system_score_gemma":0.0003124388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006004591,"about_ca_topic_score_gemma":0.001033464,"domain_scores_codex":[0.9996545,0.0001204785,0.00003923494,0.00003486846,0.0001106281,0.00004036492],"domain_scores_gemma":[0.9990045,0.0004697787,0.0002517314,0.00004338465,0.00008226054,0.000148286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04502619,0.01315291,0.2317744,0.001796954,0.001209733,0.0006265995,0.0004976039,0.001815247,0.008346577,0.0001240043,0.001198971,0.6944307],"study_design_scores_gemma":[0.002339462,0.1146894,0.8693268,0.0004833571,0.0007250184,0.002311274,0.0007206087,0.00337663,0.004154811,0.0002571503,0.00157887,0.00003667015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942018,0.004658112,0.0001437871,0.000178677,0.00003166666,0.00003777892,0.0000371062,0.00001042441,0.0007006506],"genre_scores_gemma":[0.9990678,0.0006049045,0.0000984363,0.00003515868,0.00004356619,0.00002323955,0.00003886515,9.346418e-7,0.00008701151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701967,"threshold_uncertainty_score":0.005693674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236248697129134,"score_gpt":0.3734545706756923,"score_spread":0.331092083704401,"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."}}