{"id":"W2796070172","doi":"10.1249/fit.0000000000000375","title":"BEHAVIORAL STRATEGIES, INCLUDING EXERCISE, FOR ADDRESSING INSOMNIA","year":2018,"lang":"en","type":"article","venue":"ACSMʼs Health & Fitness Journal","topic":"Sleep and related disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; U.S. Department of Veterans Affairs","keywords":"Insomnia; Pill; Sleep (system call); Cognition; Reading (process); Psychology; Sleep hygiene; Medicine; Psychiatry; Computer science; Nursing; Sleep quality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009180411,0.000261113,0.0004145163,0.0002834056,0.001641116,0.0002138756,0.0003907181,0.0003128124,0.001133427],"category_scores_gemma":[0.00002574929,0.000230162,0.0001472087,0.0003381424,0.000236806,0.0004110747,0.00005641432,0.0007514757,0.0001296195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158554,"about_ca_system_score_gemma":0.0006318357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003597055,"about_ca_topic_score_gemma":0.0001399818,"domain_scores_codex":[0.9973979,0.0001623385,0.0007507214,0.0003632877,0.0002870811,0.001038694],"domain_scores_gemma":[0.9983704,0.00008498841,0.0005156841,0.0003092299,0.0002902522,0.0004294329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001316345,0.001403608,0.006430088,0.0001686416,0.0003795027,0.00009827552,0.0296636,0.00003920127,0.0002232097,0.006678031,0.1257094,0.82789],"study_design_scores_gemma":[0.05300092,0.01177007,0.06803666,0.005423132,0.001523447,0.004528889,0.13495,0.0007217291,0.0005647231,0.04174538,0.6733883,0.004346745],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459079,0.01435933,0.01203367,0.00383575,0.01288414,0.001114467,0.00003639801,0.0002236693,0.009604706],"genre_scores_gemma":[0.9946386,0.000485558,0.001573232,0.001054486,0.001556145,0.00005799054,0.0000213141,0.00007602057,0.0005366768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8235433,"threshold_uncertainty_score":0.9997797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146982425315852,"score_gpt":0.4614402052308498,"score_spread":0.3144577799149978,"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."}}