{"id":"W4381890712","doi":"10.1007/s40675-023-00260-x","title":"Digital Health Interventions for Insomnia: Turning Promise into Reality","year":2023,"lang":"en","type":"article","venue":"Current Sleep Medicine Reports","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Memorial University of Newfoundland","funders":"American Cancer Society","keywords":"Psychological intervention; Modalities; Telemedicine; Health care; Psychology; Medicine; Psychotherapist; Nursing; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01046984,0.0006201125,0.001086355,0.001197965,0.0009618322,0.004652161,0.001364179,0.002666465,0.01986678],"category_scores_gemma":[0.02373695,0.0002626237,0.0009424539,0.0006585405,0.003321034,0.007707611,0.002456061,0.004431787,0.001183938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644134,"about_ca_system_score_gemma":0.002717875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750043,"about_ca_topic_score_gemma":0.003953974,"domain_scores_codex":[0.996734,0.001983731,0.0001925176,0.0002238072,0.0006406125,0.000225475],"domain_scores_gemma":[0.9668718,0.02922463,0.0008321607,0.0007404673,0.001221489,0.001109327],"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":[0.001094241,0.001170913,0.004745843,0.005046465,0.0002563632,0.0001855518,0.001581509,0.0003530327,0.0006053977,0.03903764,0.02754644,0.9183766],"study_design_scores_gemma":[0.004346261,0.009211391,0.05104193,0.06505486,0.001952519,0.001115615,0.01835427,0.004284593,0.002922257,0.292586,0.5487568,0.0003734558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05819755,0.4425037,0.008519498,0.3873816,0.007847331,0.0002976969,0.0006827978,0.0004039774,0.09416591],"genre_scores_gemma":[0.605781,0.2978634,0.01600944,0.06169562,0.009095852,0.0008299701,0.0003517976,0.0001217963,0.008251091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01986678,"threshold_uncertainty_score":0.06646103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07492914653290898,"score_gpt":0.4298632990001632,"score_spread":0.3549341524672542,"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."}}