{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013477,0.0003468309,0.0003401079,0.000375238,0.0002714087,0.0001065419,0.0005162983,0.0000925608,0.0001091091],"category_scores_gemma":[0.00007981824,0.0002291882,0.00005109285,0.001034771,0.0002396679,0.0005320589,0.0001436651,0.0002028348,0.0001230203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925008,"about_ca_system_score_gemma":0.00009751349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000713278,"about_ca_topic_score_gemma":0.001395942,"domain_scores_codex":[0.9968991,0.00002037538,0.000219941,0.001078283,0.0006482986,0.001133945],"domain_scores_gemma":[0.9991965,0.0001188917,0.0000991987,0.0002937389,0.00002339175,0.0002682754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005242126,0.001875806,0.3204956,0.0003315524,0.0001544916,0.000212909,0.02661508,0.0007490799,0.5926214,0.02419304,0.002154133,0.02535469],"study_design_scores_gemma":[0.009332692,0.003518332,0.08854362,0.0007039055,0.0000368767,0.0002060625,0.001282779,0.0001792145,0.8889269,0.003698831,0.002119752,0.001450977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863738,0.00004452049,0.001210093,0.008538572,0.00004205808,0.002111204,0.00005038617,0.0001738189,0.001455505],"genre_scores_gemma":[0.997168,0.00005229894,0.0002774464,0.0001331586,0.00003617209,0.0005162181,0.000001608313,0.00009765389,0.001717441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963055,"threshold_uncertainty_score":0.9346021,"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."}}