{"id":"W4407367222","doi":"10.61959/nlgy5490e","title":"Report: Mothers’ Return to Work After Childbirth and the Role of Spousal Involvement at Home","year":2025,"lang":"en","type":"report","venue":"","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Childbirth; Work (physics); Psychology; Obstetrics; Medicine; Pregnancy; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030876,0.0001710425,0.0001011818,0.0005333053,0.001585048,0.0007477725,0.0004037719,0.0004393805,0.00984239],"category_scores_gemma":[0.004402871,0.0001448814,0.0001804527,0.0004743978,0.0002384146,0.0003362234,0.0006535667,0.0008340818,0.0008927002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994808,"about_ca_system_score_gemma":0.004176233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3553466,"about_ca_topic_score_gemma":0.473598,"domain_scores_codex":[0.9996892,0.00005622259,0.00002314718,0.00002512596,0.0001182356,0.00008808907],"domain_scores_gemma":[0.9978933,0.0005005183,0.0003283218,0.00007874254,0.000829976,0.0003692092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001801137,0.0002478648,0.8132863,0.0001954497,0.00004983951,0.001397124,0.02370342,0.00007244881,0.0005425918,0.0008270371,0.09752693,0.06197085],"study_design_scores_gemma":[0.00002012412,0.00008764718,0.9098305,0.0001959494,0.00004734031,0.0004324378,0.04118478,0.00006606877,0.0005865498,0.0001147519,0.04741707,0.00001686638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9181163,0.00192032,0.0004725496,0.01947697,0.0007400874,0.0002312298,0.01774471,0.00008444638,0.04121344],"genre_scores_gemma":[0.9006468,0.004154199,0.0009319506,0.002684445,0.0001867921,0.0003457391,0.008841786,0.0000436384,0.08216467],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3553466,"threshold_uncertainty_score":0.7065564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008554489692740891,"score_gpt":0.2620816477916497,"score_spread":0.2535271580989088,"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."}}