{"id":"W4404289793","doi":"10.1016/j.smrv.2024.102023","title":"Reliability and validity of instruments containing reported sleep measures among children from birth to &lt;5 years of age: A systematic review","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agricultural Research Institute of Ontario; Carleton University","funders":"","keywords":"Reliability (semiconductor); Validity; Psychology; Clinical psychology; Sleep (system call); Medicine; Developmental psychology; Psychometrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006312489,0.0008639956,0.01300657,0.0004673619,0.00003865619,0.00001368245,0.0004185811,0.0003479913,0.0001280064],"category_scores_gemma":[0.009130482,0.0005378762,0.001032365,0.001067754,0.0002569039,0.00007912514,0.0002665374,0.0007327948,0.0000206148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814676,"about_ca_system_score_gemma":0.0002283356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888793,"about_ca_topic_score_gemma":0.00001950375,"domain_scores_codex":[0.9907629,0.001035143,0.005704902,0.0009963117,0.001126301,0.0003744373],"domain_scores_gemma":[0.994057,0.0005004419,0.002944391,0.001795031,0.0003166899,0.0003864513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001179647,0.00001239647,0.0007626714,0.7341581,0.001178903,0.00006300343,0.0003855434,9.25778e-9,9.430581e-7,0.000002949178,0.000821744,0.262602],"study_design_scores_gemma":[0.0003773382,0.0002543095,0.0007471351,0.751613,0.03447034,0.0001186642,0.0000139903,0.000001549619,7.790907e-7,0.000008903818,0.212036,0.0003579785],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009515946,0.9838595,0.00001273441,0.00004416451,0.0005492551,0.01399225,0.0002012632,0.00005834175,0.0003309326],"genre_scores_gemma":[0.000582699,0.9965914,0.0004961091,0.0002260018,0.0002130119,0.0006363218,0.001093793,0.00009155627,0.00006911204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.262244,"threshold_uncertainty_score":0.9997073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584323619024936,"score_gpt":0.3412848234775073,"score_spread":0.275441587287258,"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."}}