{"id":"W2605143906","doi":"10.1177/0308022617691538","title":"Restoring effective sleep tranquility (REST): A feasibility and pilot study","year":2017,"lang":"en","type":"article","venue":"British Journal of Occupational Therapy","topic":"Sleep and related disorders","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada","keywords":"Rest (music); Sleep (system call); Physical medicine and rehabilitation; Medicine; Psychology; Physical therapy; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001238615,0.0001239485,0.0002633365,0.00007105251,0.0004959335,0.0001478824,0.0002933692,0.00006543568,0.0002048957],"category_scores_gemma":[0.0002417351,0.0001233775,0.00008859315,0.00005011821,0.0001904635,0.0002819759,0.0000228997,0.0003879353,0.000006207623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000055455,"about_ca_system_score_gemma":0.0000389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006314681,"about_ca_topic_score_gemma":0.0001788452,"domain_scores_codex":[0.99849,0.000362304,0.0003946592,0.0002385229,0.0003375798,0.0001769088],"domain_scores_gemma":[0.9987178,0.0002015159,0.000428671,0.0002950405,0.0002428982,0.0001140829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006360863,0.00347033,0.7847214,0.000003583912,0.0007775616,0.0002042897,0.00129167,0.00001067474,0.0001014198,0.0000821231,0.000362892,0.2026132],"study_design_scores_gemma":[0.009597899,0.003043008,0.9850805,0.00003958785,0.00004414755,0.000489449,0.0003916054,0.000005099784,0.000009981286,0.0008883082,0.0002877866,0.0001226423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889418,0.008079033,0.0001307558,0.00006168935,0.001049759,0.0005691924,0.00001223953,0.00001238527,0.001143141],"genre_scores_gemma":[0.9989396,0.0006114378,0.00007984865,0.00005493379,0.0002360727,0.00001665214,0.000001264843,0.0000148126,0.00004537144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024905,"threshold_uncertainty_score":0.5031188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138443480923535,"score_gpt":0.4042404529531963,"score_spread":0.2903961048608429,"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."}}