{"id":"W4321168508","doi":"10.1186/s12891-023-06238-8","title":"Acceptability and preliminary effectiveness of a single-arm 12-week digital behavioral health intervention in patients with knee osteoarthritis","year":2023,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"Alberta Innovates; Alberta Innovates - Health Solutions; Mitacs; Alberta Health Services; Pfizer","keywords":"Medicine; Physical therapy; Quality of life (healthcare); Body mass index; Osteoarthritis; Psychological intervention; Sports medicine; Intervention (counseling); Referral; Mindfulness; Internal medicine; Alternative medicine; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000211019,0.0002258092,0.0004312549,0.0002266201,0.00004998748,0.00002177286,0.0000468746,0.00008008968,0.00003205228],"category_scores_gemma":[0.00004683754,0.0002026846,0.0001937836,0.0003234725,0.000148999,0.0003029451,0.00008164965,0.0001095305,0.000007388167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009090111,"about_ca_system_score_gemma":0.00005622867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137701,"about_ca_topic_score_gemma":0.0008940463,"domain_scores_codex":[0.9984706,0.0001508467,0.000344033,0.000406727,0.0002893394,0.0003384292],"domain_scores_gemma":[0.9993808,0.00009988937,0.0001116493,0.0002281061,0.00004799719,0.0001315467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001889091,0.003532673,0.6320689,0.001097564,0.00001296266,0.000003731492,0.0002092617,0.00000201085,0.00004127541,0.00002102487,0.000001496089,0.36112],"study_design_scores_gemma":[0.01492416,0.07385272,0.9093479,0.0007144528,0.00004570711,0.000002291439,0.0006838815,0.000005436186,0.0000548464,0.0001935305,0.00001139657,0.000163662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971175,0.0002119732,0.00004861652,0.00001945767,0.0000981006,0.002114042,0.00006526228,0.00009199527,0.0002330174],"genre_scores_gemma":[0.9989135,0.000009576829,0.0001289259,0.00000436809,0.000008313149,0.0001695758,0.0006955956,0.00003654135,0.00003355162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3609563,"threshold_uncertainty_score":0.8265237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278203306193571,"score_gpt":0.2706556371734797,"score_spread":0.257873604111544,"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."}}