{"id":"W4399708753","doi":"10.1002/msc.1907","title":"An online training resource for clinicians to optimise exercise prescription for persistent low back pain: Design, development and usability testing","year":2024,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Orthopaedic Research UK","keywords":"Usability; Medicine; Exercise prescription; Medical prescription; Resource (disambiguation); Physical therapy; Physical medicine and rehabilitation; Training (meteorology); Pain management; Human–computer interaction; Nursing; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01672393,0.0008680749,0.0006660545,0.001337607,0.000373482,0.0009051036,0.001327934,0.0007637987,0.004297851],"category_scores_gemma":[0.03341057,0.0006132848,0.0008240305,0.0006187963,0.0005013281,0.001118679,0.001158108,0.000639979,0.0008845267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661983,"about_ca_system_score_gemma":0.001680778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000762469,"about_ca_topic_score_gemma":0.001597855,"domain_scores_codex":[0.994839,0.003281433,0.0006323661,0.0003421691,0.0006856523,0.0002192917],"domain_scores_gemma":[0.9712375,0.02019935,0.001049364,0.001834278,0.004721584,0.0009581179],"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":[0.004699162,0.02040079,0.02412627,0.007466128,0.0002740718,0.001214871,0.0102898,0.004044307,0.03274866,0.0007471084,0.008637973,0.8853509],"study_design_scores_gemma":[0.01736179,0.2291083,0.3319036,0.01061411,0.004111532,0.00571923,0.02154139,0.07062443,0.1289289,0.003533749,0.1752818,0.00127105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518856,0.0007805692,0.08322063,0.0004686898,0.0001796248,0.05588911,0.0009897983,0.001802828,0.004783235],"genre_scores_gemma":[0.4696072,0.001237315,0.4613226,0.0005000469,0.0000939005,0.05957442,0.001332027,0.000361154,0.005971392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01672393,"threshold_uncertainty_score":0.08844566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08774796826109242,"score_gpt":0.3364915839246068,"score_spread":0.2487436156635144,"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."}}