{"id":"W7117008508","doi":"10.1007/s10567-025-00554-2","title":"Preconception Predictors of Next Generation Early Relational Health: A Living Review of Prospective Cohort Studies","year":2025,"lang":"en","type":"article","venue":"Clinical Child and Family Psychology Review","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Learning Partnership","funders":"Paul Ramsay Foundation","keywords":"PsycINFO; Public health; Prospective cohort study; Life course approach; Cohort study; MEDLINE; Longitudinal study; Young adult","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":[],"consensus_categories":[],"category_scores_codex":[0.00259402,0.0001672842,0.001022748,0.00007740916,0.0001058108,0.000002850784,0.0001186812,0.0002099012,0.00008190487],"category_scores_gemma":[0.0006847566,0.0001352307,0.0002257928,0.0003469707,0.0004601432,0.0000882383,0.00004975972,0.0004262883,0.0000140147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392304,"about_ca_system_score_gemma":0.00005654887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003359912,"about_ca_topic_score_gemma":0.000002155474,"domain_scores_codex":[0.9965175,0.000873444,0.001845539,0.000480453,0.0001254658,0.0001575386],"domain_scores_gemma":[0.9979043,0.0006135179,0.0008289694,0.0003697503,0.0002265957,0.00005687737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001765716,0.0002643412,0.9413695,0.005330081,0.0007060513,2.41455e-7,0.000204383,2.394524e-7,0.000001297553,0.01012635,0.02301062,0.01896919],"study_design_scores_gemma":[0.0003684198,0.0003319128,0.9552929,0.0366317,0.0003874247,0.000004361259,0.00003447801,0.000007894781,3.435276e-8,0.0003200683,0.006528484,0.00009233485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0329527,0.9444279,0.0007013938,0.004616049,0.001734056,0.001716442,0.00001522393,0.00002675899,0.01380949],"genre_scores_gemma":[0.07665355,0.9100367,0.000307697,0.01217274,0.0001825665,0.0001130625,0.00004794838,0.00000969514,0.0004760096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04370085,"threshold_uncertainty_score":0.5514549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1920774049522329,"score_gpt":0.5257293776126756,"score_spread":0.3336519726604427,"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."}}