{"id":"W3013827966","doi":"10.2196/12655","title":"Patient and Provider Cocreation of Mobile Texting Apps to Support Behavioral Health: Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Usability; mHealth; Digital health; Internet privacy; Mobile technology; Relevance (law); Health care; Medicine; Mobile device; Psychology; World Wide Web; Nursing; Computer science; Psychological intervention; Human–computer interaction","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":[0.01568412,0.0005393159,0.0007101801,0.000906212,0.001297862,0.001419404,0.0004885498,0.0009540583,0.002219472],"category_scores_gemma":[0.05905633,0.0005287175,0.0007968158,0.0006277304,0.0007748906,0.001329465,0.001132628,0.0008646222,0.0003689011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009724698,"about_ca_system_score_gemma":0.001734599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445448,"about_ca_topic_score_gemma":0.002394293,"domain_scores_codex":[0.9886265,0.008113611,0.0009767861,0.0005003485,0.001215428,0.0005673271],"domain_scores_gemma":[0.9543592,0.03351524,0.003352333,0.002193402,0.005387626,0.001192279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.009503282,0.06852753,0.4297115,0.003876573,0.0008538532,0.002100483,0.168514,0.0008144925,0.007359791,0.000524466,0.005475349,0.3027386],"study_design_scores_gemma":[0.008302569,0.2140034,0.6011392,0.001512533,0.002368663,0.004745251,0.1249227,0.009645336,0.01249278,0.0005795762,0.01962753,0.0006603969],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981949,0.0000733537,0.0004392388,0.00008783988,0.00001228709,0.0006398387,0.00005691579,0.00001660763,0.00047909],"genre_scores_gemma":[0.9950507,0.0002284821,0.002478023,0.000262828,0.00002619523,0.001409439,0.00007819774,0.00001470636,0.0004513622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568412,"threshold_uncertainty_score":0.0829466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174395039425136,"score_gpt":0.4821224193668687,"score_spread":0.364682915424355,"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."}}