{"id":"W3159423575","doi":"10.1002/imhj.21918","title":"Maternal lack of sleep in the first two years after childbirth: Perceived impacts and help‐seeking behaviors","year":2021,"lang":"en","type":"article","venue":"Infant Mental Health Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Crying; Psychological intervention; Sleep (system call); Intervention (counseling); Modalities; Psychology; Medicine; Childbirth; Clinical psychology; Psychiatry; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007785537,0.0001580876,0.0002099459,0.00046885,0.0007675048,0.0005571866,0.0002961039,0.0002571986,0.001509225],"category_scores_gemma":[0.002995274,0.0002143718,0.0004304881,0.0004480289,0.0002704191,0.0002508096,0.0004082929,0.000541407,0.000116985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659246,"about_ca_system_score_gemma":0.001677973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1674755,"about_ca_topic_score_gemma":0.3068113,"domain_scores_codex":[0.9996711,0.00006072517,0.00003131955,0.00002454392,0.0001079555,0.0001042754],"domain_scores_gemma":[0.9983869,0.0002879265,0.0007587278,0.00003055677,0.0001808886,0.0003550792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000566086,0.00007052651,0.9917817,0.00003049852,0.00003023508,0.0001290138,0.0025044,0.00002155257,0.0002267992,0.00001179689,0.0001440792,0.004992687],"study_design_scores_gemma":[0.000001200029,0.00006972731,0.9969385,0.000015243,0.00000889594,0.0000771146,0.002701122,0.00002770397,0.00002438879,0.00000328134,0.0001302111,0.000002712431],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990786,0.000284437,0.0000135361,0.00009095897,0.000004200789,0.000008025398,0.000101491,0.000001329022,0.0004174621],"genre_scores_gemma":[0.9989873,0.0005106578,0.00005286751,0.00003085544,0.000005646002,0.00001030501,0.000107479,7.085912e-7,0.0002942698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674755,"threshold_uncertainty_score":0.3330014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249637377987573,"score_gpt":0.3410761254794563,"score_spread":0.3185797516995805,"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."}}