{"id":"W4386474011","doi":"10.33921/xukf2936","title":"An integrative model of the impact of maternal and paternal depressive episodes on the development of a child's bond","year":2021,"lang":"en","type":"article","venue":"Journal of Interpersonal Relations Intergroup Relations and Identity","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Depression (economics); Psychology; Distress; Depressive symptoms; Developmental psychopathology; Developmental psychology; Clinical psychology; Psychiatry; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003069993,0.0001227353,0.0002953721,0.0001332466,0.0001581051,0.00002162774,0.0001255467,0.00006619059,0.0000914038],"category_scores_gemma":[0.0001647172,0.00006456995,0.0002001919,0.0001172428,0.0001713425,0.0003236651,0.00007273241,0.0004009869,6.766747e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009713323,"about_ca_system_score_gemma":0.0002203419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000613619,"about_ca_topic_score_gemma":0.00007471376,"domain_scores_codex":[0.9986055,0.0001037139,0.0007876626,0.0001056887,0.0003013938,0.00009600804],"domain_scores_gemma":[0.9984968,0.0001375733,0.0007476736,0.0001485282,0.0003868701,0.00008250677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001330104,0.0008408217,0.9544032,0.0004091069,0.001005346,0.00001083218,0.01564378,0.00124055,0.01035659,0.01274144,0.0001090277,0.001909264],"study_design_scores_gemma":[0.0007768092,0.000667372,0.9496513,0.009996274,0.0001407889,0.0003473889,0.0009681397,0.008214964,0.02649384,0.002665007,0.000004307184,0.00007381105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942033,0.0005369742,0.00402147,0.0003647522,0.0001065811,0.0001326367,0.00004509513,0.000001706126,0.0005874476],"genre_scores_gemma":[0.9980634,0.0001088894,0.001517208,0.00003443394,0.00002327016,0.000003260445,0.000002373326,0.000007830647,0.0002393315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01613724,"threshold_uncertainty_score":0.2633086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164287757999066,"score_gpt":0.3212565569707558,"score_spread":0.3048277811708492,"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."}}