{"id":"W2942542588","doi":"10.3310/hta23180","title":"Treatment of first-time traumatic anterior shoulder dislocation: the UK TASH-D cohort study","year":2019,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research for Patient Benefit Programme; Health Technology Assessment Programme; Programme Grants for Applied Research; Medical Research Council; National Institutes of Health; University of Southampton; Department of Health and Social Care; National Institute for Health and Care Research; Anthera; National Institute for Health and Care Excellence; British Heart Foundation; NIHR Oxford Biomedical Research Centre; Royal College of Surgeons of England; Wellcome Trust; Roche; Servier; Amgen","keywords":"Medicine; Cohort; Surgery; Anterior shoulder dislocation; Population; Incidence (geometry); Cohort study; Anterior shoulder; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107851,0.0002624071,0.0008187548,0.000217078,0.0001989224,0.000008562557,0.0001570731,0.0001465949,0.0005989214],"category_scores_gemma":[0.00001079845,0.0001579047,0.0001103358,0.0004054419,0.0001349895,0.00003197698,0.00004642415,0.0001859865,0.00008710939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006529549,"about_ca_system_score_gemma":0.0003198973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001632618,"about_ca_topic_score_gemma":0.00009993303,"domain_scores_codex":[0.9980879,0.00009529547,0.0006637203,0.0004358862,0.0003478366,0.0003692911],"domain_scores_gemma":[0.9982722,0.000103338,0.0002906224,0.001167262,0.00008143883,0.00008516806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008151731,0.004002651,0.9815803,0.0001188579,0.0005748237,0.00002247729,0.0006086399,0.000004720657,0.00005867526,0.0003996871,0.0001891611,0.01235847],"study_design_scores_gemma":[0.00421037,0.01376087,0.9745823,0.0001103013,0.0004720141,0.0001289044,0.003768271,0.0003229619,0.0006495056,0.00009314846,0.001765052,0.0001362957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618684,0.000920926,0.0001261127,0.02904696,0.0001943096,0.006783124,0.0000133913,0.0001663575,0.0008803867],"genre_scores_gemma":[0.9965019,0.0002897691,0.0007572409,0.0002533249,0.00002603012,0.001212193,0.00003010203,0.00002465505,0.0009047668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03463348,"threshold_uncertainty_score":0.6557769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02844190114526499,"score_gpt":0.3899304283429771,"score_spread":0.3614885271977121,"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."}}