{"id":"W3095471733","doi":"10.2196/22102","title":"An Interactive Smartphone App, Nenne Navi, for Improving Children’s Sleep: Pilot Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Sleep and related disorders","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center of Innovation Program; Japan Society for the Promotion of Science; National Institute of Information and Communications Technology; Japan Science and Technology Agency; Iran Telecommunication Research Center","keywords":"Actigraphy; Sleep (system call); Concordance; Usability; Medicine; Intervention (counseling); Psychology; Physical therapy; Psychiatry; Insomnia; 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":[0.0003275411,0.000233328,0.0002704508,0.00008658766,0.0002885482,0.0001027269,0.0001944956,0.0001154707,0.0001277319],"category_scores_gemma":[0.0001155143,0.0002182898,0.00008330734,0.0003209501,0.00003929722,0.0001704224,0.00009338679,0.0003720204,0.00002295231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001874818,"about_ca_system_score_gemma":0.00001880622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003337506,"about_ca_topic_score_gemma":0.00004309433,"domain_scores_codex":[0.9982015,0.0001209085,0.000414263,0.0006993281,0.0001415483,0.0004224064],"domain_scores_gemma":[0.9989856,0.0002252208,0.0002304166,0.0002515025,0.00008115999,0.0002260299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004353742,0.001912973,0.9358563,0.00005543666,0.0001719842,0.000004794746,0.01396487,0.00002413904,0.0001034943,0.00003465533,0.0005170741,0.04691888],"study_design_scores_gemma":[0.008107442,0.004775287,0.9611954,0.000007074091,0.0006430913,0.000007722257,0.02063463,0.003380432,0.00001749157,0.0001218143,0.0003376449,0.0007719364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955046,0.0005617253,0.001013541,0.0001305085,0.0007236433,0.001524526,0.00004287399,0.0001534391,0.0003451527],"genre_scores_gemma":[0.9984415,0.0000133379,0.0001374652,0.0001884532,0.000856219,0.0002318784,0.00006666136,0.00003982208,0.00002467301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04614695,"threshold_uncertainty_score":0.8901598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066789706838687,"score_gpt":0.3077163514355043,"score_spread":0.2870484543671175,"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."}}