{"id":"W2898425246","doi":"10.1136/bjsports-2018-100078","title":"Involving clinicians in sports medicine and physiotherapy research: ‘design thinking’ to help bridge gaps between practice and evidence","year":2018,"lang":"en","type":"editorial","venue":"British Journal of Sports Medicine","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Bridge (graph theory); Sports medicine; Physical therapy; Medicine; Alternative medicine; Evidence-based medicine; Physical medicine and rehabilitation; Medical education; Surgery; Pathology","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02340418,0.0004767758,0.002249655,0.001376915,0.0002359664,0.00006489518,0.0003236065,0.0007644691,0.0001568742],"category_scores_gemma":[0.04034098,0.0004031907,0.0001320727,0.000954365,0.001340783,0.0004992035,0.0001202403,0.002980518,0.000001522169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239724,"about_ca_system_score_gemma":0.0008758424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480517,"about_ca_topic_score_gemma":0.00007893005,"domain_scores_codex":[0.9905289,0.0006441444,0.002414279,0.0008373493,0.004932108,0.0006432508],"domain_scores_gemma":[0.9869097,0.007141599,0.001524376,0.0004287958,0.003204813,0.0007906535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001085846,0.0001483607,0.004450585,0.001796904,0.0001056163,0.002885196,0.004678519,0.000001001274,0.0000830801,0.0000049869,0.8094595,0.1753004],"study_design_scores_gemma":[0.005748693,0.007299117,0.468268,0.2846917,0.000668452,0.001133139,0.004096722,0.000005086342,0.000003169007,0.002714728,0.2248908,0.00048044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.1788784,0.4809321,0.0006381191,0.05385574,0.2805813,0.004351228,0.00002735876,0.00007143618,0.0006643852],"genre_scores_gemma":[0.05535856,0.3819559,0.002453508,0.001325402,0.5583156,0.00001525638,0.00005379442,0.0001506802,0.000371235],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5845687,"threshold_uncertainty_score":0.999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07542529813290512,"score_gpt":0.4321185271372948,"score_spread":0.3566932290043897,"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."}}