{"id":"W2946929437","doi":"10.5539/mas.v13n6p144","title":"The Effects of Aromatherapy, Meditation, and Blue Light on Sleep Quality","year":2019,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aromatherapy; Meditation; Sleep (system call); Insomnia; Affect (linguistics); Sleep quality; Psychology; Medicine; Psychiatry; Alternative medicine; Computer science; Communication","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":[0.0003663441,0.0001963863,0.0002040603,0.0001798652,0.0002399164,0.0002577598,0.0001176695,0.0002692455,0.002603725],"category_scores_gemma":[0.001497506,0.0001156093,0.0003560297,0.0001190346,0.0002840591,0.0002200851,0.0002303663,0.0005043556,0.0001005512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257963,"about_ca_system_score_gemma":0.0001264166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006958516,"about_ca_topic_score_gemma":0.001401035,"domain_scores_codex":[0.9998287,0.00007585728,0.00001061704,0.0000203578,0.00004039942,0.00002398692],"domain_scores_gemma":[0.9991714,0.0005277093,0.00009226451,0.00002679704,0.00004408463,0.0001377673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.16027,0.04359631,0.04749625,0.003865784,0.001988724,0.0003688404,0.004680941,0.0009221329,0.2122535,0.0006081917,0.001429247,0.5225201],"study_design_scores_gemma":[0.005106612,0.2980157,0.6522002,0.0003068681,0.001239989,0.0003043757,0.002438363,0.001310971,0.03449133,0.0004582519,0.004067675,0.00005962524],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970903,0.0009707956,0.00009236098,0.0001174147,0.00003202304,0.00005386629,0.0000336915,0.000006642657,0.001602986],"genre_scores_gemma":[0.9969273,0.0009022894,0.0007715,0.0001094989,0.0000449337,0.0000629737,0.00002438187,0.000003458322,0.00115366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002603725,"threshold_uncertainty_score":0.008710384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006619787106730483,"score_gpt":0.2806417482737578,"score_spread":0.2740219611670273,"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."}}