{"id":"W4389900334","doi":"10.1097/jsa.0000000000000370","title":"My Approach to Failed Rotator Cuff Repair","year":2023,"lang":"en","type":"article","venue":"Sports Medicine and Arthroscopy Review","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Rotator cuff; Tears; Surgery; Arthroplasty; Tendon; Cuff; Muscle atrophy; Conservative management; Tendon transfer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215994,0.001008243,0.001069073,0.004063282,0.0006788904,0.001559786,0.001597633,0.002732819,0.005321332],"category_scores_gemma":[0.002946004,0.0003153686,0.0008476527,0.001461028,0.00182042,0.002986721,0.001514008,0.004767426,0.004530733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037847,"about_ca_system_score_gemma":0.001225091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008403399,"about_ca_topic_score_gemma":0.001405279,"domain_scores_codex":[0.9993568,0.0001482043,0.0001332533,0.0001191028,0.0001926711,0.00004995551],"domain_scores_gemma":[0.998781,0.0004725093,0.0002262102,0.00005442294,0.0003211871,0.0001446358],"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":[0.00007803392,0.0001016826,0.001435482,0.01048923,0.0001524831,0.004452886,0.000449172,0.0003423902,0.001057163,0.007274883,0.1734258,0.8007407],"study_design_scores_gemma":[0.00003038173,0.0001846913,0.002409013,0.01393956,0.0001222058,0.06057359,0.0005243249,0.0001521732,0.0003424964,0.007120055,0.9145533,0.0000482412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0005295306,0.9724873,0.001526788,0.01297698,0.005554397,0.00001571052,0.00001906487,0.00005097137,0.006839225],"genre_scores_gemma":[0.00571938,0.9575055,0.001694441,0.01438958,0.01565967,0.00003527413,0.0000505058,0.00002134318,0.004924279],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005321332,"threshold_uncertainty_score":0.01780158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04546112735341987,"score_gpt":0.3597309514665197,"score_spread":0.3142698241130998,"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."}}