{"id":"W2013520243","doi":"10.1111/1467-6494.00097","title":"Thinking Ahead: Complexity of Expectations and the Transition to Parenthood","year":2000,"lang":"en","type":"article","venue":"Journal of Personality","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology; Developmental psychology; Depression (economics); Transition (genetics)","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":[0.001539689,0.0001804737,0.0001591949,0.0005296832,0.0008280732,0.002129991,0.0002234769,0.0003634205,0.0007555805],"category_scores_gemma":[0.01092718,0.0001912534,0.0002341526,0.0002587869,0.001588112,0.001162018,0.001032034,0.001216685,0.00006144869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009008779,"about_ca_system_score_gemma":0.001066755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459598,"about_ca_topic_score_gemma":0.003949177,"domain_scores_codex":[0.999183,0.0004396895,0.00003923087,0.00004537811,0.0001784662,0.0001143391],"domain_scores_gemma":[0.9949877,0.002203913,0.001722114,0.0001343099,0.0002522099,0.0006997558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000391507,0.0002379325,0.7300444,0.000113258,0.00008028695,0.00147313,0.2025988,0.0005130327,0.003210272,0.004019625,0.0004390975,0.05687866],"study_design_scores_gemma":[0.00002838847,0.0005350292,0.8036159,0.0001588938,0.0000467832,0.00238168,0.1755476,0.001327604,0.0007533265,0.01076698,0.004755094,0.00008275784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997203,0.0003202377,0.0005289646,0.0004514946,0.00001093928,0.00000669098,0.000007416078,0.000002560641,0.001468746],"genre_scores_gemma":[0.9994472,0.0001326264,0.000255234,0.00003694545,0.000005412407,0.000003723456,0.000008664513,8.470353e-7,0.0001093225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002459598,"threshold_uncertainty_score":0.008142769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637282482670277,"score_gpt":0.3294591230056818,"score_spread":0.283086298178979,"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."}}