{"id":"W4403870189","doi":"10.2196/59016","title":"Development of the Happy Hands Self-Management App for People with Hand Osteoarthritis: Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Usability; Physical therapy; Psychological intervention; System usability scale; Medicine; Self-management; Osteoarthritis; Quality of life (healthcare); Rating scale; Patient satisfaction; Focus group; Activities of daily living; Scale (ratio); Psychology; Physical medicine and rehabilitation; Nursing; Heuristic evaluation; Alternative medicine; Computer science","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":[0.00823648,0.0007115137,0.0008046397,0.0006099447,0.0009003368,0.001045289,0.001026923,0.001350006,0.003416727],"category_scores_gemma":[0.009893261,0.0005679305,0.0009831687,0.0001898399,0.0006956404,0.001321784,0.00173241,0.001156669,0.0009708793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004375398,"about_ca_system_score_gemma":0.00292168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204245,"about_ca_topic_score_gemma":0.002183116,"domain_scores_codex":[0.9971257,0.001304627,0.000234469,0.0002406057,0.0006258198,0.0004687357],"domain_scores_gemma":[0.9965892,0.001533895,0.0001937808,0.0002230297,0.0008729721,0.0005871714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01880327,0.2226317,0.108881,0.01062666,0.0006047684,0.008185345,0.04127199,0.001322653,0.04205928,0.001402596,0.0142544,0.5299564],"study_design_scores_gemma":[0.02382672,0.5181659,0.3272773,0.003175511,0.001436938,0.007580363,0.03874082,0.008194189,0.01651257,0.001591916,0.05293234,0.0005654289],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624814,0.0002806011,0.004296129,0.0005131576,0.00008218465,0.02912043,0.0004590971,0.0001473919,0.002619542],"genre_scores_gemma":[0.8741915,0.001126732,0.0617335,0.001723596,0.0001156133,0.05671243,0.0008647482,0.00006816349,0.00346374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00823648,"threshold_uncertainty_score":0.04355919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862618291542171,"score_gpt":0.3683601255488125,"score_spread":0.3297339426333908,"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."}}