{"id":"W4416207468","doi":"10.1302/1358-992x.2025.13.117","title":"WHICH DERMAL ALLOGRAFT SHOULD I USE FOR ROTATOR CUFF TEARS? A COMPARATIVE STUDY WITH TWO-YEAR MINIMUM FOLLOW-UP","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rotator cuff; Tears; Cuff; Bridging (networking); Retrospective cohort study; Gold standard (test); Magnetic resonance imaging","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001610357,0.0002942493,0.0009312215,0.001031455,0.0005631407,0.0006379295,0.0003577288,0.000661888,0.001631348],"category_scores_gemma":[0.003653322,0.000177045,0.001059812,0.000810731,0.0003907871,0.001002686,0.0004057383,0.0005706384,0.0004961619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809707,"about_ca_system_score_gemma":0.0003551754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006109803,"about_ca_topic_score_gemma":0.0007668823,"domain_scores_codex":[0.9992414,0.0001829565,0.0001597774,0.0001260223,0.0001624272,0.0001274847],"domain_scores_gemma":[0.9972263,0.0007190155,0.001105699,0.0001975839,0.0003600741,0.0003912457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01459502,0.005792621,0.9301347,0.000277048,0.000308776,0.001043832,0.0009488023,0.0000986883,0.002234998,0.0000632154,0.0002137723,0.04428859],"study_design_scores_gemma":[0.0007922298,0.07162283,0.9179075,0.0001793457,0.0005661736,0.002947016,0.002645669,0.0001893446,0.001411025,0.0000847868,0.001605194,0.00004889291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987102,0.000783927,0.00007613771,0.00002556377,0.00001030503,0.0000541252,0.00005118395,0.00000154181,0.0002869899],"genre_scores_gemma":[0.9989035,0.0004637855,0.000149224,0.00006044631,0.0000353445,0.00007467938,0.0001344471,0.000001447398,0.0001770365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001631348,"threshold_uncertainty_score":0.00851649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04644706182835943,"score_gpt":0.3413596648421825,"score_spread":0.294912603013823,"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."}}