{"id":"W4396955001","doi":"10.1007/s12178-024-09903-0","title":"Surgical Management of Massive Irreparable Cuff Tears/Management of Rotator Cuff Disease: Interpositional Graft for Irreparable Posterosuperior Rotator Cuff Tears","year":2024,"lang":"en","type":"article","venue":"Current Reviews in Musculoskeletal Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Rotator cuff; Medicine; Tears; Surgery; Tendon; Cuff; Muscle atrophy; Orthopedic surgery; Atrophy; 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":[],"category_scores_codex":[0.001201361,0.0007033106,0.001827467,0.0004885277,0.00008552287,0.00002063557,0.000351335,0.0001153542,0.0007638789],"category_scores_gemma":[0.00007644488,0.000505677,0.0009310378,0.0009070803,0.0004464928,0.000221184,0.0002219208,0.0004386966,0.00008348314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654109,"about_ca_system_score_gemma":0.0001241015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001747619,"about_ca_topic_score_gemma":0.000002047075,"domain_scores_codex":[0.9948545,0.0002302653,0.002084921,0.001113676,0.00101663,0.0007000098],"domain_scores_gemma":[0.9978371,0.0002128037,0.0003634242,0.0009181037,0.0001767691,0.0004917835],"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":[0.005185799,0.008413912,0.01919138,0.2304678,0.005171908,0.003948913,0.001212534,0.00005928067,0.0005915431,0.06469465,0.03826552,0.6227968],"study_design_scores_gemma":[0.02016602,0.006212337,0.02432348,0.1593096,0.01374818,0.0003760708,0.001144723,0.001773439,0.001342024,0.005805004,0.7641299,0.001669225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555932,0.3257135,0.0008257576,0.00153853,0.002935569,0.01058326,0.0002761184,0.0001439852,0.002390161],"genre_scores_gemma":[0.9046963,0.08093937,0.004636285,0.0001394422,0.0007307291,0.005261596,0.0009334942,0.000161894,0.002500833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7258644,"threshold_uncertainty_score":0.9997395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193518272378413,"score_gpt":0.3831882978767902,"score_spread":0.351253115153006,"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."}}