{"id":"W3203034422","doi":"10.1186/s12891-021-04701-y","title":"Patient gender and rotator cuff surgery: are there differences in outcome?","year":2021,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Orthopaedic Foundation","keywords":"Rotator cuff; Medicine; Physical therapy; Orthopedic surgery; Tears; Sports medicine; Surgery; Rotator cuff injury; Demographics; Prospective cohort study; Cuff; Patient satisfaction","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000824923,0.0002289801,0.0004346505,0.00009830105,0.00006301045,0.00002268664,0.00003395764,0.00009274449,0.0003303566],"category_scores_gemma":[0.0001626741,0.0001770406,0.000254947,0.0002227517,0.00007702667,0.00006917473,0.00005510503,0.0001518328,0.00002199236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004063044,"about_ca_system_score_gemma":0.00009851073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000763087,"about_ca_topic_score_gemma":0.0007319492,"domain_scores_codex":[0.998598,0.0001217768,0.0003148362,0.000408242,0.0002569507,0.0003001581],"domain_scores_gemma":[0.999274,0.0001985276,0.00007321138,0.0002765763,0.000035145,0.000142566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005495699,0.0005071887,0.9883918,0.0003658583,0.00007974061,0.00008704811,0.0002046806,9.924206e-7,0.0000250482,0.000210582,0.0001555119,0.009916661],"study_design_scores_gemma":[0.0009691328,0.00009604582,0.9939597,0.00006444517,0.0001061503,0.00001323594,0.003324841,0.000023542,0.0001382494,0.0006013677,0.0005068858,0.0001964557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937173,0.003056217,0.00004332761,0.0004195711,0.0001690217,0.0003423742,0.0000123572,0.00004621252,0.002193648],"genre_scores_gemma":[0.9988832,0.0003308569,0.0001951207,0.0002388065,0.00002701719,0.00008892261,0.00004064828,0.00002432065,0.0001710552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009720205,"threshold_uncertainty_score":0.7219504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823564731939343,"score_gpt":0.3012125746666283,"score_spread":0.2629769273472349,"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."}}