{"id":"W4318755433","doi":"10.1186/s12998-023-00480-6","title":"A qualitative study exploring perceived barriers and enablers to fidelity of training and delivery for an intervention to reduce non-indicated imaging for low back pain","year":2023,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intervention (counseling); Fidelity; Qualitative research; Physical therapy; Training (meteorology); Rehabilitation; Medical education; Physical medicine and rehabilitation; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02758311,0.0005169149,0.0007500877,0.001381606,0.00978243,0.003176452,0.001938683,0.001836971,0.003901573],"category_scores_gemma":[0.0399317,0.0006571101,0.0004738609,0.001303194,0.007460033,0.003458117,0.00379174,0.002611,0.0003678591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005646,"about_ca_system_score_gemma":0.01360612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783002,"about_ca_topic_score_gemma":0.02780307,"domain_scores_codex":[0.9806401,0.01525338,0.0005887561,0.0008226104,0.001170537,0.001524631],"domain_scores_gemma":[0.9403809,0.04846287,0.002494581,0.0008510394,0.004659836,0.003150722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004437158,0.00008502814,0.003039113,0.0004340833,0.000005169111,0.0006772065,0.9887228,0.0000438974,0.0006064121,0.001107145,0.0006713811,0.004563419],"study_design_scores_gemma":[0.00001186061,0.000113841,0.001611663,0.0005273325,0.000006426875,0.0002125301,0.9890208,0.0001264825,0.0002605466,0.000319912,0.007775278,0.0000133156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714257,0.001261129,0.007648071,0.007362233,0.0001754671,0.001831546,0.0005470427,0.00004097051,0.009707773],"genre_scores_gemma":[0.9832398,0.001325166,0.006380891,0.002754947,0.00003598066,0.001898683,0.0001497384,0.00003001644,0.004184711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02758311,"threshold_uncertainty_score":0.1458752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082342247469525,"score_gpt":0.4113216831449987,"score_spread":0.3030874583980462,"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."}}