{"id":"W3207284656","doi":"10.1177/17585732211047225","title":"Risk factors for the development of degenerative changes among patients undergoing rotator cuff repair: A systematic review","year":2021,"lang":"en","type":"review","venue":"Shoulder & Elbow","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Rotator cuff; Demographics; Osteoarthritis; MEDLINE; Physical therapy; Incidence (geometry); Risk factor; Systematic review; Surgery; Internal medicine; Alternative medicine; 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":[0.0007965451,0.0008512171,0.004666721,0.0002049456,0.0003394441,0.00002947779,0.000271528,0.0003200842,0.00007856903],"category_scores_gemma":[0.001359357,0.0004515531,0.001630715,0.0005036852,0.00008743154,0.00005596961,0.0001396357,0.0004198719,0.000009369652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004500921,"about_ca_system_score_gemma":0.001118491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001012093,"about_ca_topic_score_gemma":0.0001645881,"domain_scores_codex":[0.9958341,0.0005485119,0.001721861,0.0007444138,0.0006909205,0.0004602074],"domain_scores_gemma":[0.9951501,0.001666551,0.001533294,0.001091008,0.0003799416,0.0001790924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000800838,0.0003277519,0.000583694,0.9568,0.007321659,0.00000803969,0.000793444,2.771589e-7,6.003096e-8,0.00004317087,0.001512149,0.0326017],"study_design_scores_gemma":[0.0008145542,0.0004080468,0.00007627326,0.8100165,0.07079867,0.00001280557,0.00050675,0.000005455718,0.0002000104,0.000006704257,0.1165515,0.0006027652],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001568144,0.9844316,0.0002819234,0.00004481283,0.00039234,0.01432884,0.0002003688,0.00009322705,0.00007013581],"genre_scores_gemma":[0.0001171373,0.990505,0.001776703,0.0001357926,0.0001012084,0.005480909,0.000816678,0.0001306961,0.0009358992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1467836,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07626816894414812,"score_gpt":0.3661553915429829,"score_spread":0.2898872225988348,"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."}}