{"id":"W6925218936","doi":"10.17605/osf.io/egtb5","title":"Physiotherapy management of tennis elbow: An international online survey","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Elbow; Population; Scope of practice; Conservative management; MEDLINE; Computer-assisted web interviewing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001713024,0.000173221,0.0002756501,0.00009485902,0.0001188205,0.00006846661,0.002167791,0.0001125295,0.03142287],"category_scores_gemma":[0.0002575738,0.000184111,0.0001050865,0.0003258084,0.0001363855,0.0003484323,0.002283134,0.0002107591,0.02885552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006686514,"about_ca_system_score_gemma":0.00005984162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428793,"about_ca_topic_score_gemma":0.0001862646,"domain_scores_codex":[0.9973357,0.0003522231,0.0003804727,0.001355422,0.00033729,0.0002388705],"domain_scores_gemma":[0.9960235,0.0001581883,0.0001647522,0.003326431,0.0002595516,0.00006763065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001655953,0.00487873,0.3184657,0.0002049147,0.002371466,0.0003686392,0.00523916,0.0008026611,0.00921393,0.1891605,0.01173776,0.457391],"study_design_scores_gemma":[0.0007535343,0.000002515459,0.9251024,0.00006473348,0.00001788795,0.00002841744,0.000233002,0.002441265,0.006684028,0.01579266,0.04855484,0.00032475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.695961,0.000006440059,0.08251914,0.0009977618,0.00093581,0.0003261487,0.00003953575,0.0002905741,0.2189236],"genre_scores_gemma":[0.8518605,0.0006216172,0.05136514,0.0003928709,0.0000558896,0.00006095938,0.0000551811,0.00002094653,0.09556688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6066366,"threshold_uncertainty_score":0.9719006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693602825951703,"score_gpt":0.305212753258902,"score_spread":0.278276724999385,"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."}}