{"id":"W3212491381","doi":"10.2196/33123","title":"A Multimodal Messaging App (MAAN) for Adults With Autism Spectrum Disorder: Mixed Methods Evaluation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hamad Bin Khalifa University","keywords":"Loneliness; Augmentative and alternative communication; Autism spectrum disorder; Psychology; Usability; Social media; Rating scale; Autism; Applied psychology; Developmental psychology; Clinical psychology; World Wide Web; Computer science; Social psychology; Human–computer interaction; Psychiatry","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":[0.01730734,0.001110478,0.00159387,0.001249249,0.002160678,0.00137637,0.0009607803,0.001325567,0.002547408],"category_scores_gemma":[0.01334136,0.0005639978,0.001823285,0.0007168316,0.0007108594,0.001302343,0.001309951,0.0008882068,0.0004946539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639294,"about_ca_system_score_gemma":0.003522906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574849,"about_ca_topic_score_gemma":0.008073069,"domain_scores_codex":[0.9919658,0.004880021,0.001067869,0.000636849,0.001006281,0.0004433006],"domain_scores_gemma":[0.9913811,0.003570566,0.001058405,0.000404983,0.002882539,0.0007023441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.03040033,0.1349394,0.1362797,0.02435101,0.003343496,0.003173026,0.1093754,0.0006588576,0.01197207,0.001117969,0.008077455,0.5363112],"study_design_scores_gemma":[0.02525257,0.3451794,0.4154728,0.01079109,0.006008478,0.003155118,0.1375839,0.003574886,0.008590705,0.00158187,0.04205811,0.0007509766],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967917,0.002133224,0.001890467,0.0002194316,0.00006477151,0.025559,0.0006406795,0.00003704731,0.001538355],"genre_scores_gemma":[0.8448955,0.004769167,0.02467927,0.001251634,0.0001651627,0.120074,0.001188193,0.000049623,0.0029274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730734,"threshold_uncertainty_score":0.09153104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07627198724004605,"score_gpt":0.469935566446652,"score_spread":0.393663579206606,"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."}}