{"id":"W6906418036","doi":"10.17605/osf.io/2t563","title":"Exploring links between common mental health problems and early parenthood: Mental health as a predictor, outcome, and moderator of early parenting experiences.","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Moderation; Population; Quarter (Canadian coin); Life course approach; Longitudinal study; Marital status; National Child Development Study","routes":{"ca_aff":false,"ca_fund":false,"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":[0.003229395,0.0007269155,0.0008236383,0.001068259,0.001407118,0.001385898,0.001080021,0.00108893,0.003714377],"category_scores_gemma":[0.009888077,0.0005851193,0.002556073,0.001519386,0.0004935184,0.001627741,0.003296142,0.003228696,0.0002756187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009394496,"about_ca_system_score_gemma":0.002705617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03148182,"about_ca_topic_score_gemma":0.05131211,"domain_scores_codex":[0.9976497,0.001155143,0.0001739243,0.0003570162,0.0002298667,0.0004343356],"domain_scores_gemma":[0.9950495,0.002212365,0.00125599,0.0002443736,0.0004255526,0.0008121205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002016268,0.0001938268,0.9848772,0.0003228986,0.00110566,0.0001553242,0.00115004,0.00007144097,0.0000853098,0.0002762672,0.0007227162,0.01083767],"study_design_scores_gemma":[0.00002704106,0.000423707,0.9928505,0.0005286742,0.0012675,0.000197967,0.002438475,0.00062273,0.00009778511,0.0005060507,0.001019927,0.00001954814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861145,0.008222609,0.0007793456,0.001649797,0.0001580951,0.0001299316,0.001675081,0.00001320603,0.001257389],"genre_scores_gemma":[0.9935054,0.002624453,0.001334329,0.0003279935,0.00008016485,0.0002584687,0.001177768,0.000008052785,0.0006833775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03148182,"threshold_uncertainty_score":0.06259716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468730636576061,"score_gpt":0.3936412891514473,"score_spread":0.2467682254938412,"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."}}