{"id":"W3139478811","doi":"10.2196/24755","title":"Intention to Adopt mHealth Apps Among Informal Caregivers: Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Nonprobability sampling; Affect (linguistics); Psychology; Internet privacy; Mobile apps; Family caregivers; Payment; Applied psychology; Nursing; Medicine; Psychological intervention; Computer science; World Wide Web","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":[0.002035573,0.000292898,0.0004339623,0.0008930409,0.0007741355,0.0009181345,0.0003544845,0.000610987,0.001509766],"category_scores_gemma":[0.004168411,0.0005703644,0.0004708783,0.0006957985,0.0003600032,0.0008064274,0.0005694312,0.0008367136,0.000386458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964544,"about_ca_system_score_gemma":0.0003851393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003773963,"about_ca_topic_score_gemma":0.003955873,"domain_scores_codex":[0.9993166,0.0001835456,0.0001161281,0.0001066851,0.00016517,0.0001119806],"domain_scores_gemma":[0.997344,0.0007289743,0.001066469,0.0001304634,0.0003564306,0.0003736907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000321824,0.0002598399,0.9971057,0.00002273029,0.00002060958,0.00006198919,0.00132708,0.00000824118,0.00009335431,0.00001243491,0.00005477235,0.001001017],"study_design_scores_gemma":[0.00001188138,0.0004919537,0.9918284,0.00004544117,0.00004031252,0.0002793849,0.006718532,0.0001766595,0.00009571689,0.00002882498,0.0002747582,0.000008202373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999514,0.00008479584,0.00005403426,0.00002182957,0.000003076257,0.00003094218,0.0000913633,0.000001331545,0.0001986364],"genre_scores_gemma":[0.999441,0.0001101612,0.0001158178,0.00005147973,0.00000373251,0.00005044682,0.0001026518,0.000001094275,0.0001236607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003773963,"threshold_uncertainty_score":0.01076525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08668729216998193,"score_gpt":0.4734901546386043,"score_spread":0.3868028624686224,"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."}}