{"id":"W4403576957","doi":"10.1145/3663548.3675614","title":"Co-Designing Programmable Fidgeting Experience with Swarm Robots for Adults with ADHD","year":2024,"lang":"en","type":"article","venue":"","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Robot; Computer science; Swarm behaviour; Human–computer interaction; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006721773,0.000321382,0.0002108828,0.000295154,0.0005532883,0.0007374518,0.0004995398,0.0005231301,0.002823797],"category_scores_gemma":[0.002443445,0.0001360162,0.0004527312,0.000100849,0.0003779733,0.0006080756,0.001016826,0.0003487459,0.0004493296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268742,"about_ca_system_score_gemma":0.000322905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009143997,"about_ca_topic_score_gemma":0.004920481,"domain_scores_codex":[0.9995698,0.0002023716,0.00003341252,0.00007746524,0.00005480189,0.00006218282],"domain_scores_gemma":[0.9992772,0.0003191566,0.0001165511,0.00005868847,0.00006745036,0.0001610754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00175332,0.004204978,0.259387,0.002250736,0.0001680944,0.002941342,0.1055987,0.001884102,0.05122745,0.001449326,0.008876791,0.5602582],"study_design_scores_gemma":[0.000910533,0.01983334,0.5722286,0.001368088,0.000892268,0.01161608,0.1713185,0.01254448,0.03649667,0.00352063,0.1688114,0.0004594548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910773,0.0002703614,0.004382924,0.0002917422,0.00002329182,0.0001300571,0.0000886385,0.0001245442,0.003611074],"genre_scores_gemma":[0.9757935,0.0003657266,0.02103205,0.0001463943,0.00001098372,0.0002692241,0.0001320433,0.00002136896,0.002228735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002823797,"threshold_uncertainty_score":0.009446561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04586338715331903,"score_gpt":0.3536378979495983,"score_spread":0.3077745107962793,"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."}}