{"id":"W4385635421","doi":"10.1177/17585732231192991","title":"Outcomes of patients undergoing anatomical total shoulder arthroplasty with augmented glenoid components – a systematic review","year":2023,"lang":"en","type":"review","venue":"Shoulder & Elbow","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Arthroplasty; Osteoarthritis; Radiological weapon; Patient satisfaction; MEDLINE; Systematic review; Surgery; Physical therapy; Pathology","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":[0.0004194885,0.001399754,0.008740391,0.0006488832,0.0001490655,0.00003944492,0.0003019374,0.0005366604,0.0002416242],"category_scores_gemma":[0.0003219515,0.0008536407,0.001503008,0.001116383,0.0002113386,0.0001308258,0.000257635,0.0008225326,0.0002331462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074423,"about_ca_system_score_gemma":0.0006298708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001805756,"about_ca_topic_score_gemma":0.00002291003,"domain_scores_codex":[0.993319,0.0004977636,0.002596347,0.001124914,0.001637079,0.0008249187],"domain_scores_gemma":[0.9956039,0.0007308316,0.001410398,0.001553702,0.0002734153,0.0004277667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008102302,0.00129486,0.002448535,0.9800481,0.007595018,0.0002232612,0.00004166788,7.842376e-7,1.857163e-7,0.00005599586,0.001165974,0.007044636],"study_design_scores_gemma":[0.004057725,0.001203031,0.001218977,0.9170114,0.06109987,0.0002684807,0.00006336303,0.00001008828,0.000005179289,0.00001273144,0.01395891,0.001090225],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006707273,0.987371,0.00004382093,0.0001489306,0.0004704272,0.01031279,0.0003802042,0.0003076078,0.0002945054],"genre_scores_gemma":[0.001154101,0.9929178,0.0001639493,0.0003297203,0.00006520526,0.001113648,0.001802863,0.0003282595,0.002124395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06303664,"threshold_uncertainty_score":0.9998753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673458466581578,"score_gpt":0.3565662230938855,"score_spread":0.2998316384280697,"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."}}