{"id":"W2602571513","doi":"10.11622/smedj.2017020","title":"Authors’ reply: Comment on: The joy of parenting: infant sleep intervention to improve maternal emotional well-being and infant sleep","year":2017,"lang":"en","type":"letter","venue":"Singapore Medical Journal","topic":"Infant Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Intervention (counseling); Crying; Medicine; Presentation (obstetrics); Sleep (system call); Pediatrics; Developmental psychology; Psychiatry; Psychology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009797209,0.0005882429,0.001061226,0.0004569881,0.002964873,0.0001598461,0.001082366,0.001235294,0.003247673],"category_scores_gemma":[0.003173694,0.0003754187,0.0003475142,0.0001225315,0.0003153284,0.0001400725,0.000841873,0.01100297,0.0001472134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917503,"about_ca_system_score_gemma":0.001248596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006722646,"about_ca_topic_score_gemma":0.00004390111,"domain_scores_codex":[0.9902945,0.001654696,0.003044867,0.0006444945,0.002918404,0.001443108],"domain_scores_gemma":[0.9933872,0.001174008,0.003056394,0.000794345,0.0005827058,0.001005331],"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":[0.0002571635,0.00007509103,0.01521186,0.001082195,0.0002239361,0.0007886898,0.0027437,0.000001042391,0.000007476266,0.0004568376,0.9627399,0.01641205],"study_design_scores_gemma":[0.001727376,0.0004313267,0.02485785,0.01257266,0.00009718757,0.0004636126,0.0004715996,0.0002685938,0.00004733648,0.001861339,0.9567511,0.0004500216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05700576,0.0001367557,0.001198484,0.9234648,0.01199898,0.00131075,0.00006002911,0.00004682252,0.004777645],"genre_scores_gemma":[0.08020169,0.0001677268,0.0008002158,0.9025202,0.01406935,0.0001425423,0.0001685657,0.0001068096,0.001822854],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02319593,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391086196126192,"score_gpt":0.374217998938322,"score_spread":0.3403071369770601,"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."}}