{"id":"W4293798272","doi":"10.2196/39497","title":"Using Wake-Up Tasks for Morning Behavior Change: Development and Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Physical Activity and Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Ministry of Science and ICT, South Korea; Hanyang University","keywords":"Morning; Task (project management); Psychology; ALARM; Set (abstract data type); Applied psychology; Cognitive psychology; Computer science; Engineering; Medicine","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":[0.01111679,0.001025646,0.0008263226,0.001279884,0.0006071641,0.00119574,0.001034287,0.000776307,0.001244318],"category_scores_gemma":[0.02507789,0.0006197997,0.001075381,0.0005340684,0.0005866388,0.001362166,0.001163578,0.0006042989,0.0004874473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725646,"about_ca_system_score_gemma":0.001070641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102736,"about_ca_topic_score_gemma":0.002408458,"domain_scores_codex":[0.995583,0.002661965,0.0004490703,0.0004043115,0.0006336797,0.0002680136],"domain_scores_gemma":[0.9747134,0.01805434,0.0008766491,0.001522231,0.003959826,0.0008734586],"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":[0.003001139,0.02345662,0.1165994,0.00762681,0.000572699,0.002340712,0.09346529,0.002672396,0.06959104,0.0007488561,0.007111647,0.6728134],"study_design_scores_gemma":[0.002808933,0.1007983,0.6713742,0.003622541,0.002259504,0.005729842,0.0493872,0.02812399,0.07060456,0.001171128,0.06305871,0.00106113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783309,0.0002765398,0.01609336,0.0001177213,0.00003790479,0.00281682,0.0001518374,0.0006137562,0.001561114],"genre_scores_gemma":[0.8986024,0.0007245633,0.09195415,0.0002519728,0.00005024575,0.004898322,0.0005227571,0.0002728319,0.002722709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111679,"threshold_uncertainty_score":0.05879188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.470260869956358,"score_gpt":0.554772288681139,"score_spread":0.08451141872478102,"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."}}