{"id":"W2617385918","doi":"10.1016/j.physio.2017.05.002","title":"Strategies to translate knowledge related to common musculoskeletal conditions into physiotherapy practice: a systematic review","year":2017,"lang":"en","type":"review","venue":"Physiotherapy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Physical therapy; Medicine; Physical medicine and rehabilitation; Systematic review; Musculoskeletal pain; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["metaresearch","scholarly_communication"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04627944,0.002147491,0.01019305,0.01000657,0.0009567864,0.004835154,0.002583319,0.003440137,0.006141412],"category_scores_gemma":[0.154447,0.001811104,0.009619123,0.008667234,0.00149912,0.00595638,0.003707121,0.003485618,0.000575698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006675123,"about_ca_system_score_gemma":0.03943439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01693864,"about_ca_topic_score_gemma":0.04304347,"domain_scores_codex":[0.9706889,0.01276496,0.009665678,0.00149297,0.004704622,0.0006828977],"domain_scores_gemma":[0.9168255,0.06562673,0.008429518,0.001514862,0.006842067,0.0007613554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002017033,0.00008591887,0.001185656,0.8936665,0.01248835,0.0000630845,0.0006560191,0.0001648838,0.00007820161,0.0005307533,0.001640527,0.08923827],"study_design_scores_gemma":[0.0007329364,0.0002051768,0.003172651,0.9054343,0.07386771,0.00009898708,0.0008356549,0.0001757729,0.0001981437,0.0008633651,0.01435939,0.00005594334],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002237002,0.9896148,0.00155066,0.002076145,0.0005065268,0.002685583,0.0005628717,0.00002609127,0.0007402465],"genre_scores_gemma":[0.03232359,0.9552954,0.006580806,0.002136008,0.0001856804,0.002959049,0.0003015481,0.00001228819,0.0002055152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04627944,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3720173884773054,"score_gpt":0.7552179448342382,"score_spread":0.3832005563569328,"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."}}