{"id":"W3157185753","doi":"10.1016/j.arrct.2021.100128","title":"TEXT4myBACK – The Development Process of a Self-Management Intervention Delivered Via Text Message for Low Back Pain","year":2021,"lang":"en","type":"article","venue":"Archives of Rehabilitation Research and Clinical Translation","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute","funders":"Medical Research Council; National Health and Medical Research Council; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Heart Foundation of Australia","keywords":"Intervention (counseling); Mood; Scale (ratio); Sample (material); Content validity; Psychology; Medicine; Applied psychology; Medical education; Clinical psychology; Nursing; Psychometrics","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":[0.0137921,0.00009547448,0.0002746087,0.000132769,0.0004449924,0.00001231492,0.0001718001,0.0001036263,0.0001507006],"category_scores_gemma":[0.002438905,0.00007039482,0.0001417654,0.0003588242,0.0003175208,0.0003272739,0.0000541247,0.0003977974,0.0000108199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002480567,"about_ca_system_score_gemma":0.0003086338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001216192,"about_ca_topic_score_gemma":0.00009842393,"domain_scores_codex":[0.9929438,0.003527636,0.002524088,0.000293252,0.0004106973,0.0003004821],"domain_scores_gemma":[0.976042,0.02218793,0.000461991,0.0002886395,0.0009020247,0.0001173524],"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":[0.001300917,0.001029916,0.09707738,0.01907927,0.0001072016,1.051528e-7,0.03141909,0.00001653247,0.00005783463,0.002470659,0.0001670124,0.8472741],"study_design_scores_gemma":[0.009955859,0.00227021,0.7977647,0.003700877,0.0000391683,2.861582e-7,0.04454294,0.05758703,0.0003983728,0.06055896,0.02291378,0.0002678699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7917048,0.0002895116,0.1951144,0.003277488,0.000121916,0.004569943,0.00004806144,0.00002894088,0.004844842],"genre_scores_gemma":[0.9118235,0.0001827616,0.08708122,0.0001285952,0.00003271357,0.0003764437,0.0001509937,0.000009523593,0.0002142764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8470062,"threshold_uncertainty_score":0.4780094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005028780722687,"score_gpt":0.5205643602599501,"score_spread":0.4200614821876814,"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."}}