{"id":"W4288057628","doi":"10.2196/39682","title":"mHealth Apps for Low Back Pain Self-management: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Self-management; Pain management; Computer science; Medicine; Psychology; Psychological intervention; Physical therapy; Artificial intelligence; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01714852,0.00214475,0.005834866,0.01971829,0.001669082,0.004955457,0.002763687,0.003996262,0.009515746],"category_scores_gemma":[0.07987538,0.001415781,0.007651035,0.01488697,0.001306219,0.004288884,0.003639882,0.002147245,0.001446652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004430984,"about_ca_system_score_gemma":0.02279098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008177573,"about_ca_topic_score_gemma":0.01560319,"domain_scores_codex":[0.9869523,0.004388135,0.004964232,0.0005779656,0.002712421,0.000404907],"domain_scores_gemma":[0.9470303,0.03802724,0.007459764,0.0008886209,0.006130429,0.0004636488],"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":[0.0001007174,0.00005068184,0.0003116446,0.8577473,0.001642432,0.00009417203,0.0005219468,0.0001362081,0.0001542725,0.0006323874,0.004315068,0.1342932],"study_design_scores_gemma":[0.00003620875,0.00004898951,0.0004903305,0.9747905,0.004977764,0.00009842794,0.0001751,0.00006091304,0.00008525762,0.0002398769,0.01898206,0.00001466381],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004453343,0.9952391,0.0004735891,0.0005547623,0.0002820324,0.001501684,0.0003262535,0.00002473823,0.00115256],"genre_scores_gemma":[0.003193397,0.9926887,0.001091454,0.0004407203,0.0001249055,0.00200389,0.000229969,0.000008860647,0.0002180195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01971829,"threshold_uncertainty_score":0.09069115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432550184159967,"score_gpt":0.3858034481108893,"score_spread":0.3514779462692896,"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."}}