{"id":"W4306318706","doi":"10.1016/j.jse.2022.09.011","title":"The relationship between preoperative Goutallier stage and retear rates following posterosuperior rotator cuff repair: a systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Shoulder and Elbow Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Rotator cuff; Tears; Stage (stratigraphy); Magnetic resonance imaging; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003770182,0.0005218585,0.00432984,0.0002526918,0.0006807999,0.0001774278,0.0001256809,0.0002014266,0.00005701889],"category_scores_gemma":[0.002695262,0.0002779473,0.001811359,0.0003465789,0.0001189219,0.0002555792,0.0001049365,0.001099837,0.000003168068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951992,"about_ca_system_score_gemma":0.0006861515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002828769,"about_ca_topic_score_gemma":8.457894e-7,"domain_scores_codex":[0.9951994,0.001166739,0.002294374,0.0003453114,0.0006702638,0.0003239063],"domain_scores_gemma":[0.9898149,0.008184183,0.001165558,0.0004445471,0.00009988651,0.0002909332],"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":[0.00007291283,0.00009153333,0.05956316,0.9167102,0.005827019,0.001088668,0.0004994543,5.397718e-8,1.381811e-7,0.00003264946,0.001954764,0.01415947],"study_design_scores_gemma":[0.0005257969,0.000518589,0.002304695,0.6128105,0.04688818,0.003207329,0.0006001454,7.10921e-7,0.000001872802,0.00003927489,0.3325901,0.0005127962],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004600791,0.9924355,0.0000038197,0.0003937145,0.0003298048,0.002125292,0.00004393739,0.00002759569,0.00003956004],"genre_scores_gemma":[0.001998908,0.9961272,0.00006395822,0.0002372789,0.0001940931,0.0002019498,0.00004129827,0.00007407221,0.001061269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3306353,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184541124919641,"score_gpt":0.3903015281722962,"score_spread":0.2718474156803322,"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."}}