{"id":"W7106842979","doi":"10.2196/78328","title":"The Role of Digital Tools in Meeting the Needs of Adults With Tourette Syndrome: A Human-Centered Design Approach","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital health; Key (lock); Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371094,0.0001649678,0.0003017904,0.0004970987,0.0002940863,0.0001069303,0.0008879037,0.00008501884,0.00003033246],"category_scores_gemma":[0.0001562692,0.00009203438,0.00008110088,0.001849879,0.000828055,0.0003003099,0.0002571116,0.0006935914,0.0000141642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008883735,"about_ca_system_score_gemma":0.0001009127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204096,"about_ca_topic_score_gemma":0.00002953288,"domain_scores_codex":[0.997236,0.0008827887,0.0004895168,0.0001932104,0.0005798216,0.0006186726],"domain_scores_gemma":[0.9974077,0.001501464,0.0002125359,0.0005503356,0.0002899131,0.00003808858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01022747,0.004769861,0.1271461,0.0009533129,0.002012065,0.00004216522,0.5100836,0.0005148475,0.001980785,0.2226791,0.00698175,0.112609],"study_design_scores_gemma":[0.007249298,0.002670416,0.2553056,0.001283234,0.00002417484,0.00003605693,0.7116746,0.002000116,0.003783821,0.01476669,0.0007964663,0.0004094939],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859193,0.0005491907,0.0006118336,0.0004608296,0.0000345578,0.001819724,0.0000252315,0.00001619394,0.1105631],"genre_scores_gemma":[0.9991135,0.000008775444,0.00004332181,0.000010534,0.000007731182,0.0004701727,0.00001061916,0.00001736557,0.0003179508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2079124,"threshold_uncertainty_score":0.3753053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04242523174660187,"score_gpt":0.3721801150406359,"score_spread":0.329754883294034,"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."}}