{"id":"W2565236069","doi":"10.2196/iproc.6119","title":"Wearable Stress Sensors for Children With Autism Spectrum Disorder With In Situ Alerts to Caregivers via a Mobile Phone","year":2016,"lang":"en","type":"article","venue":"Iproceedings","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism spectrum disorder; Feeling; Wearable computer; Autism; Mobile phone; Psychology; Phone; Medicine; Developmental psychology; Computer science","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":[0.0003795694,0.0008889761,0.0003469645,0.0004141927,0.0002248561,0.0003595998,0.000697191,0.000534002,0.004866034],"category_scores_gemma":[0.001604884,0.0002470349,0.0005101996,0.0001210626,0.0001502688,0.0004755015,0.0007446691,0.0003806647,0.001136109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614898,"about_ca_system_score_gemma":0.0003170907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008501922,"about_ca_topic_score_gemma":0.002439914,"domain_scores_codex":[0.999679,0.00008447018,0.000025,0.00006644844,0.0001035638,0.00004152768],"domain_scores_gemma":[0.9994067,0.0001985727,0.0001110958,0.00004731057,0.0001655559,0.00007079558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001948657,0.0007685403,0.1021758,0.001977538,0.0001732492,0.0101721,0.005007418,0.001815442,0.2511494,0.001207268,0.03370354,0.5899011],"study_design_scores_gemma":[0.000524555,0.008577482,0.3732479,0.001966658,0.00116189,0.04010173,0.006736715,0.04219165,0.3029646,0.002874054,0.2191426,0.0005101982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8237231,0.003443226,0.131923,0.002547306,0.0007403333,0.001695621,0.002223805,0.01100996,0.02269368],"genre_scores_gemma":[0.8887609,0.001480596,0.09883986,0.0007194518,0.0000870675,0.001160524,0.0006553148,0.0002187716,0.008077485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004866034,"threshold_uncertainty_score":0.01627851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009755240114216775,"score_gpt":0.2451744616147071,"score_spread":0.2354192215004903,"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."}}