{"id":"W4400972974","doi":"10.1101/2024.07.24.24310953","title":"The smallest worthwhile effect on pain and function for rotator cuff repair surgery: a benefit-harm trade-off study","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Neuroscience Research Australia","keywords":"Medicine; Rotator cuff; Decompression; Interquartile range; Surgery; Debridement (dental); Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02942923,0.001293807,0.002840043,0.001107239,0.0005549785,0.001592483,0.0009658631,0.002539177,0.009479417],"category_scores_gemma":[0.04833455,0.0007384405,0.004883058,0.0005764532,0.002131849,0.00238536,0.001640407,0.003201684,0.0006472293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000930465,"about_ca_system_score_gemma":0.0006203688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332359,"about_ca_topic_score_gemma":0.0005167991,"domain_scores_codex":[0.9672971,0.0265762,0.001920881,0.001635221,0.002190132,0.0003804252],"domain_scores_gemma":[0.8966575,0.08904188,0.008346392,0.002732114,0.001559638,0.001662372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7164729,0.01854094,0.03535561,0.01906068,0.05026413,0.0004109083,0.0009427692,0.002871174,0.005222601,0.005744851,0.002518572,0.1425949],"study_design_scores_gemma":[0.2700996,0.4281444,0.1576901,0.005330291,0.07899631,0.0009424894,0.001203807,0.009599186,0.005542028,0.02626556,0.01577529,0.0004110461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260033,0.04489765,0.0102566,0.002807503,0.00119521,0.004896142,0.001394795,0.00008421839,0.008464628],"genre_scores_gemma":[0.9899155,0.001744162,0.004225671,0.0008256878,0.0004147521,0.001663957,0.0001931003,0.00001377013,0.001003423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02942923,"threshold_uncertainty_score":0.1556385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042942614295127,"score_gpt":0.3017332936608526,"score_spread":0.2713038675179013,"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."}}