{"id":"W3007738972","doi":"10.2196/17088","title":"Development and Usability Testing of a Web-Based and Therapist-Assisted Coping Skills Program for Managing Psychosocial Problems in Individuals With Hand and Upper Limb Injuries: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University; McMaster University","funders":"","keywords":"Usability; Psychological intervention; Psychosocial; Coping (psychology); Applied psychology; Psychology; Think aloud protocol; Clinical psychology; Medicine; Computer science; Nursing; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006262643,0.0002175238,0.0003961333,0.0001605819,0.0002191971,0.0001284242,0.00009308758,0.00007243225,0.00001003221],"category_scores_gemma":[0.00007248034,0.0001859897,0.000031911,0.0002797926,0.0002462608,0.0001171242,0.00006952971,0.0001427468,2.180504e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005361301,"about_ca_system_score_gemma":0.00004519997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000458677,"about_ca_topic_score_gemma":0.0002426366,"domain_scores_codex":[0.9982194,0.0002411767,0.0006106498,0.0004881166,0.0001477017,0.0002929567],"domain_scores_gemma":[0.9990229,0.0004040724,0.0002611982,0.0001224238,0.00005470569,0.0001346801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006511928,0.001768497,0.8606065,0.0008260506,0.0001139624,5.876109e-7,0.03198815,3.286654e-7,0.0001570807,0.00006853128,0.00001189826,0.1043933],"study_design_scores_gemma":[0.003243768,0.003659605,0.9861282,0.0003614657,0.00002212404,6.524e-7,0.005372661,0.00001176894,0.0003424542,0.0002136833,0.0004420616,0.0002016089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952725,0.00007631635,0.0001364612,0.0001647294,0.00005023784,0.004076845,0.00003211839,0.0000635754,0.0001272799],"genre_scores_gemma":[0.9771702,1.563836e-7,0.02137184,0.00006327995,0.000009997419,0.00132721,0.00001535273,0.00002773349,0.00001421869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255217,"threshold_uncertainty_score":0.7584441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08510046287650075,"score_gpt":0.4455394307902278,"score_spread":0.360438967913727,"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."}}