{"id":"W3201729922","doi":"10.2196/30572","title":"Evaluating a Strengths-Based mHealth Tool (MyStrengths): Explorative Feasibility Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Akershus Universitetssykehus; Norges Forskningsråd","keywords":"Psychosocial; mHealth; Usability; Quality of life (healthcare); Data collection; Medicine; Psychology; Gerontology; Nursing; Computer science; Psychiatry; Psychological intervention","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":[0.02169117,0.001505866,0.001511055,0.0006934518,0.001155518,0.001396495,0.001357239,0.002197437,0.005193412],"category_scores_gemma":[0.01883608,0.0010873,0.001449139,0.0004845966,0.0017991,0.002163689,0.001606412,0.001957228,0.0009049584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000759249,"about_ca_system_score_gemma":0.00355017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007162344,"about_ca_topic_score_gemma":0.001219221,"domain_scores_codex":[0.9931996,0.004400899,0.0006061891,0.0004821842,0.0006994595,0.0006115071],"domain_scores_gemma":[0.9900657,0.006138184,0.001250351,0.0007618114,0.001087812,0.0006961129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5201592,0.3222561,0.01318781,0.008952531,0.001474981,0.0007438071,0.008295624,0.001935714,0.01123231,0.001231872,0.002763143,0.1077668],"study_design_scores_gemma":[0.2430752,0.7324423,0.01292103,0.0005971309,0.0006123069,0.0001217048,0.001749045,0.0009956288,0.002640685,0.0005555306,0.004205129,0.00008432889],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8354838,0.0004375411,0.003047639,0.0003527971,0.0002302839,0.1575914,0.0006774062,0.0001041077,0.00207493],"genre_scores_gemma":[0.6497108,0.0007953967,0.02121194,0.0007367851,0.0001956459,0.3247883,0.000442476,0.00003023242,0.002088486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02169117,"threshold_uncertainty_score":0.1147152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4220912423438855,"score_gpt":0.6478760944375835,"score_spread":0.2257848520936981,"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."}}