{"id":"W2743279503","doi":"10.1136/bmjopen-2016-015452","title":"Using mixed methods to assess fidelity of delivery and its influencing factors in a complex self-management intervention for people with osteoarthritis and low back pain","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Health Research Board","keywords":"Medicine; Fidelity; Intervention (counseling); Physical therapy; Osteoarthritis; Pain management; Self-management; Biostatistics; Alternative medicine; Public health; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.01059516,0.0001061228,0.0003546995,0.000124178,0.0006430374,0.00008721794,0.000315469,0.00004759988,0.00005112438],"category_scores_gemma":[0.001447738,0.000095911,0.00001729578,0.000133488,0.00002768948,0.0005995859,0.0008144045,0.0000916845,0.000002130445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325552,"about_ca_system_score_gemma":0.0002068384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00461491,"about_ca_topic_score_gemma":0.01954766,"domain_scores_codex":[0.9967698,0.001698612,0.0007289964,0.0002883935,0.0001682715,0.0003458625],"domain_scores_gemma":[0.9975696,0.001162436,0.0005948797,0.0003137329,0.0002029896,0.0001563829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004788058,0.00007625417,0.8957331,0.01102953,0.00004486505,0.000003057396,0.04658804,0.00006279612,0.004110673,0.000597012,0.001013735,0.04026208],"study_design_scores_gemma":[0.003658303,0.0002703685,0.9736618,0.001847884,0.00001289542,9.247162e-7,0.01455848,0.004517217,0.0003720781,0.0001069108,0.0008281172,0.0001649973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714132,0.000003830824,0.01617125,0.0006711671,0.00006539012,0.01142121,0.00007090177,0.000007567244,0.0001755012],"genre_scores_gemma":[0.8440442,0.000002958357,0.1540534,0.0009780609,0.00001318,0.0008572469,0.000006147604,0.00001070143,0.00003409904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378822,"threshold_uncertainty_score":0.9983431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6666525684689864,"score_gpt":0.6835404446369141,"score_spread":0.01688787616792775,"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."}}