{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01601423,0.0008054866,0.0006466293,0.001614628,0.0008437185,0.001724889,0.00141696,0.001032086,0.00419476],"category_scores_gemma":[0.01871226,0.000519784,0.001291176,0.0007050954,0.0009244085,0.001912608,0.002691614,0.00107389,0.0003951626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356025,"about_ca_system_score_gemma":0.004265014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009387705,"about_ca_topic_score_gemma":0.002181972,"domain_scores_codex":[0.9912918,0.005349259,0.0006394809,0.0003976262,0.001660469,0.0006613897],"domain_scores_gemma":[0.9865318,0.009053259,0.0008716017,0.0006070329,0.001492346,0.001443923],"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":[0.005117038,0.06513754,0.03425004,0.0108889,0.0004694247,0.0006205831,0.01503529,0.001394006,0.00684547,0.001576327,0.003931626,0.8547337],"study_design_scores_gemma":[0.04201506,0.4677972,0.2862786,0.01220774,0.005545932,0.001875484,0.03129809,0.01534883,0.04331997,0.005958954,0.0875585,0.0007956821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919619,0.0005285852,0.01461939,0.0006141293,0.0001585034,0.05732847,0.0004417868,0.0004494969,0.006240733],"genre_scores_gemma":[0.7236932,0.001375143,0.1782828,0.0006019936,0.00008871812,0.09208248,0.0005063699,0.00009200992,0.003277252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601423,"threshold_uncertainty_score":0.08469236,"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."}}