{"id":"W2338104113","doi":"10.1016/j.sleh.2016.03.003","title":"A call for action regarding translational research in pediatric sleep","year":2016,"lang":"en","type":"letter","venue":"Sleep Health","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canadian Sleep Society; Brock University; Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Action (physics); Sleep (system call); Psychology; Translational research; Medicine; Computer 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":[0.02540036,0.001131316,0.00383157,0.001422364,0.01104909,0.01097305,0.004443515,0.1020187,0.01784137],"category_scores_gemma":[0.1162638,0.001430657,0.003369724,0.001308089,0.01880656,0.01637969,0.01095654,0.1426062,0.006028271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01026479,"about_ca_system_score_gemma":0.02923202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005663484,"about_ca_topic_score_gemma":0.01381486,"domain_scores_codex":[0.9746462,0.01024183,0.003442003,0.002070592,0.00648644,0.003112842],"domain_scores_gemma":[0.8167904,0.114887,0.007029223,0.005471728,0.01980697,0.0360146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006784745,0.0001308928,0.001110727,0.0003023671,0.00003075042,0.001145936,0.0004594364,0.00007785101,0.0002090554,0.006172113,0.9732223,0.01707062],"study_design_scores_gemma":[0.0004267969,0.0002781544,0.002514037,0.003465892,0.0001075297,0.002307924,0.004311374,0.0004439742,0.000267004,0.04384525,0.9418169,0.0002151896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009424033,0.00139777,0.00004207869,0.9860756,0.01194431,0.000003284442,0.000009259696,0.000008658207,0.0004247775],"genre_scores_gemma":[0.001779442,0.001833423,0.0003503707,0.9494424,0.0453897,0.00003321848,0.0000171656,0.00001310146,0.001141104],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1020187,"threshold_uncertainty_score":0.1343316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1775386555492094,"score_gpt":0.4527270162048765,"score_spread":0.2751883606556671,"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."}}