{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003367028,0.00046697,0.0007669636,0.0003134596,0.000286762,0.0001306204,0.0001707417,0.0001402206,0.00004597107],"category_scores_gemma":[0.000214443,0.0003494091,0.0002051225,0.000922623,0.0001228748,0.000361822,0.00009280004,0.0003866202,0.00001798045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304881,"about_ca_system_score_gemma":0.0003558492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005610516,"about_ca_topic_score_gemma":0.0001989796,"domain_scores_codex":[0.9975465,0.00001962665,0.0004575832,0.0008133195,0.000550884,0.0006120769],"domain_scores_gemma":[0.9983402,0.0001604956,0.0001535122,0.0002621324,0.0008023022,0.0002813262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00730581,0.001919945,0.9709783,0.0002038684,0.001550816,0.00004135733,0.003397436,0.00000104179,0.00128416,0.001644485,0.01102633,0.0006464423],"study_design_scores_gemma":[0.1130493,0.02681775,0.719557,0.001455683,0.01280621,0.0004136614,0.05711322,0.0006388044,0.02128758,0.0006467392,0.04431419,0.001899848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863799,0.00008536004,0.0001397868,0.001252278,0.0002599444,0.004310992,0.00002789872,0.0002559664,0.00728793],"genre_scores_gemma":[0.9895661,0.000009058885,0.002624361,0.0007679097,0.0001829932,0.001357179,0.00003633443,0.00005160359,0.005404437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514212,"threshold_uncertainty_score":0.9998958,"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."}}