{"id":"W4396606673","doi":"10.2196/50747","title":"Assessing the Feasibility and Preliminary Effects of a Web-Based Self-Management Program for Chronic Noncancer Pain: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Mindfulness; Self-management; Chronic pain; Medicine; Physical therapy; Multidisciplinary approach; Web application; Psychology; Clinical psychology; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001480525,0.0001692332,0.0002425042,0.0001548324,0.0001320939,0.0001468434,0.00009653164,0.00004151907,0.00001609342],"category_scores_gemma":[0.00005974328,0.0001111891,0.0001059073,0.0002552131,0.00006369693,0.0001268363,0.00005833675,0.0001126374,7.268507e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370341,"about_ca_system_score_gemma":0.00008011937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005850293,"about_ca_topic_score_gemma":0.000005949431,"domain_scores_codex":[0.9987211,0.000278346,0.0002297658,0.0003443161,0.0002036718,0.0002228475],"domain_scores_gemma":[0.9988908,0.0005909178,0.00007790745,0.0003370499,0.00004810243,0.00005525551],"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":[0.00008484656,0.005118341,0.2038619,0.03063527,0.001234373,0.000009285586,0.006510684,0.000006025452,0.001345833,0.0001909212,0.005817604,0.745185],"study_design_scores_gemma":[0.001937614,0.005243802,0.9759938,0.0006199164,0.0009873842,1.054056e-7,0.002436997,0.004363446,0.0008730175,0.0001131456,0.007273354,0.0001574343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894022,0.0007689188,0.0004644539,0.0001321078,0.0003781846,0.008365982,0.000001062471,0.0002323911,0.0002546897],"genre_scores_gemma":[0.9950445,0.000004503452,0.002416125,0.00003675356,0.0001056627,0.002133904,0.0000270549,0.0000276812,0.0002038071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7721319,"threshold_uncertainty_score":0.4534161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207650795605061,"score_gpt":0.4406534272572152,"score_spread":0.3985769193011646,"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."}}