{"id":"W2010937757","doi":"10.1016/j.arthro.2011.06.038","title":"A Prospective, Randomized Evaluation of Acellular Human Dermal Matrix Augmentation for Arthroscopic Rotator Cuff Repair","year":2011,"lang":"en","type":"article","venue":"Arthroscopy The Journal of Arthroscopic and Related Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":427,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic; Western University","funders":"","keywords":"Medicine; Rotator cuff; Surgery; Arthroscopy; Tears; Elbow; Prospective cohort study; Tendon; Rotator cuff injury; Magnetic resonance imaging; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.004166131,0.000270661,0.001098309,0.0002455446,0.0003099853,0.0000141112,0.00007049599,0.0001801208,0.0003415858],"category_scores_gemma":[0.0003872903,0.0001692908,0.0005548173,0.0002205824,0.0005527005,0.0002713371,0.00002684853,0.0002814873,0.000004668798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008370405,"about_ca_system_score_gemma":0.0003499441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002219941,"about_ca_topic_score_gemma":0.000005057842,"domain_scores_codex":[0.9968647,0.0005939715,0.001412463,0.0002278368,0.0006162048,0.0002848012],"domain_scores_gemma":[0.9971872,0.0006047953,0.001104201,0.0003083207,0.0006500281,0.0001454819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.2293151,0.006732622,0.5289218,0.001961741,0.02291436,0.0002511744,0.04252059,0.0002400025,0.143946,0.01014882,0.005288294,0.00775941],"study_design_scores_gemma":[0.2813069,0.005304814,0.08080476,0.002426641,0.02271466,0.001082876,0.003191554,0.001541045,0.5722779,0.02843741,0.000241611,0.0006698068],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874796,0.008150043,0.0006983963,0.000179264,0.000789542,0.002257582,0.000005691784,0.00003519176,0.0004046854],"genre_scores_gemma":[0.9958624,0.001459809,0.002172712,0.00006493662,0.00008609399,0.00007357014,0.00001334146,0.00003432755,0.0002328191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4481171,"threshold_uncertainty_score":0.6903477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419513050833147,"score_gpt":0.3399197377826755,"score_spread":0.2979684326993608,"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."}}