{"id":"W4388012118","doi":"10.1016/j.jisako.2023.10.008","title":"Controversies in surgical management of anterior shoulder instability. State of the Art","year":2023,"lang":"en","type":"review","venue":"Journal of ISAKOS Joint Disorders & Orthopaedic Sports Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Instability; State (computer science); Anterior shoulder; Medicine; Surgery; Computer science; Mechanics; Physics","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":[0.002385146,0.0006708084,0.005340137,0.000865588,0.00004327209,0.000004865195,0.0003387682,0.000236137,0.0003864821],"category_scores_gemma":[0.000410238,0.0003593501,0.001926271,0.001320129,0.0008032172,0.00008075801,0.000177662,0.001041071,0.000003445345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577908,"about_ca_system_score_gemma":0.0006074455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004198821,"about_ca_topic_score_gemma":0.00004492943,"domain_scores_codex":[0.9923401,0.0002403225,0.004530414,0.0004327717,0.001983909,0.0004725233],"domain_scores_gemma":[0.9945982,0.0005599018,0.003520002,0.0007973905,0.0002673768,0.0002571259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009317825,0.001402098,0.01773657,0.04038032,0.002692854,0.00427918,0.0005773943,0.00001082997,0.000001061211,0.00005649304,0.00277848,0.929153],"study_design_scores_gemma":[0.01010624,0.001785647,0.01936137,0.1727895,0.01162925,0.001366937,0.001492567,0.000003899137,0.000006422248,0.0003471659,0.780724,0.0003869083],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01091175,0.9816296,0.0000156749,0.001835234,0.001458783,0.002287061,0.00003872881,0.00001785758,0.001805356],"genre_scores_gemma":[0.0140589,0.9844037,0.00006269824,0.0001191011,0.000183256,0.00003021811,0.00002313205,0.0000823202,0.001036621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.928766,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684989767180857,"score_gpt":0.3436891619575772,"score_spread":0.3068392642857686,"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."}}