{"id":"W3090458733","doi":"10.2196/18565","title":"Integrating a Web-Based Self-Management Tool (Managing Joint Pain on the Web and Through Resources) for People With Osteoarthritis-Related Joint Pain With a Web-Based Social Network Support Tool (Generating Engagement in Network Involvement): Design, Development, and Early Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Australia; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Psychological intervention; Joint pain; Psychology; Think aloud protocol; Scale (ratio); Joint attention; Joint (building); Medicine; Physical therapy; Computer science; Nursing; Engineering; Usability","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02277838,0.0003633047,0.0004678201,0.0002824766,0.001195932,0.0003828441,0.0001445799,0.00008591603,0.00004901375],"category_scores_gemma":[0.0003776937,0.0002589054,0.00005584447,0.00135816,0.0001286424,0.0003329474,0.0001473511,0.0006934004,0.000004984792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462842,"about_ca_system_score_gemma":0.0005913284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001274462,"about_ca_topic_score_gemma":0.0001364509,"domain_scores_codex":[0.9938637,0.002569249,0.0007524315,0.0005811157,0.001288059,0.0009454286],"domain_scores_gemma":[0.9978985,0.001084122,0.0003077066,0.0002292707,0.0003621431,0.0001182134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00821952,0.001918521,0.07924945,0.008894755,0.002079424,0.00008101406,0.3653476,0.026844,0.0009228698,0.005847986,0.07984564,0.4207492],"study_design_scores_gemma":[0.01625613,0.008507151,0.02077521,0.003879617,0.0001860774,8.670758e-7,0.03002245,0.9118061,0.0002499042,0.0003641025,0.007270779,0.0006815957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617115,0.0001054789,0.01964774,0.006945728,0.00004003314,0.01045781,0.000003769989,0.0001271588,0.0009607643],"genre_scores_gemma":[0.9699795,0.00001352499,0.02192595,0.002010478,0.0001760981,0.005679544,0.0001160335,0.00005854731,0.00004029598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8849621,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06372715001345954,"score_gpt":0.3124194704319601,"score_spread":0.2486923204185006,"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."}}