{"id":"W4200092900","doi":"10.1007/s12178-021-09727-2","title":"Managing Bone Loss in Shoulder Instability—Techniques and Outcomes: a Scoping Review","year":2021,"lang":"en","type":"review","venue":"Current Reviews in Musculoskeletal Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Latarjet procedure; Medicine; Anterior shoulder; Coracoid; Bankart repair; Bankart lesion; Surgery; Gold standard (test); Orthopedic surgery; Arthroscopy; Radiology","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":["metaepi_narrow"],"category_scores_codex":[0.003631684,0.001428025,0.01255299,0.00095225,0.00006176279,0.00001569982,0.0002938595,0.0003885785,0.000396186],"category_scores_gemma":[0.001774139,0.0009112603,0.001225117,0.001941679,0.0003989152,0.0001671051,0.0003627105,0.001994152,0.00002570196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006276632,"about_ca_system_score_gemma":0.0004435465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002989658,"about_ca_topic_score_gemma":0.00006055974,"domain_scores_codex":[0.9912924,0.00128854,0.004294619,0.001641907,0.0007003468,0.0007822497],"domain_scores_gemma":[0.9965196,0.0005269801,0.0009036153,0.001568314,0.0001011469,0.0003803713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002710289,0.0002299327,0.000513861,0.4322968,0.00005045409,0.0004233159,0.00002961739,3.404165e-9,2.479302e-8,0.0000422745,0.0001866321,0.5662243],"study_design_scores_gemma":[0.0006451214,0.0001374609,0.00002908177,0.5274472,0.002347269,0.0003340754,0.000008538143,2.375257e-7,1.541556e-7,0.00002350695,0.4686707,0.0003565732],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001889937,0.9835076,0.00002027999,0.001397787,0.0006296901,0.01354462,0.000008900003,0.0000889743,0.0007832774],"genre_scores_gemma":[0.000004672284,0.9949111,0.0003262239,0.0004312281,0.0003744246,0.003295371,0.0004810222,0.0001074798,0.00006844704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5658678,"threshold_uncertainty_score":0.999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058542812500193,"score_gpt":0.4800709352820299,"score_spread":0.3742166540320106,"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."}}