{"id":"W4313856257","doi":"10.1016/j.jadr.2023.100481","title":"Infant negativity moderates trajectories of maternal emotion across pregnancy and the peripartum period","year":2023,"lang":"en","type":"article","venue":"Journal of Affective Disorders Reports","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of General Medical Sciences; National Institute of Mental Health; National Institutes of Health","keywords":"Anxiety; Psychology; Maternal sensitivity; Longitudinal study; Pregnancy; Depression (economics); Temperament; Developmental psychology; Negativity effect; Clinical psychology; Medicine; Psychiatry; Personality","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":[0.0007647919,0.0001553235,0.0005022126,0.00008612675,0.0001721526,0.0000316421,0.00004767094,0.00006368112,0.00001403113],"category_scores_gemma":[0.000282506,0.00009470481,0.0001585646,0.000196032,0.000287684,0.0002120883,0.00004745734,0.0002539017,7.510538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003740405,"about_ca_system_score_gemma":0.0000958851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715574,"about_ca_topic_score_gemma":0.00005343395,"domain_scores_codex":[0.9984645,0.0001522097,0.0006162033,0.000153977,0.0003718118,0.0002412634],"domain_scores_gemma":[0.9986377,0.0001394543,0.000780337,0.0001592075,0.0001827872,0.0001004809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002888142,0.0002188932,0.9650508,0.002837521,0.0002549289,0.0007230538,0.0159895,0.0001159943,0.0007254143,0.0001368992,0.00005363039,0.01100522],"study_design_scores_gemma":[0.002367823,0.0006671912,0.9757284,0.005170556,0.00008183518,0.002794919,0.001413285,0.0002183773,0.009150049,0.002259909,0.00004811515,0.0000995547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955912,0.002059688,0.00009550809,0.0008559412,0.0006845982,0.0005077753,0.000007141165,0.0000191306,0.0001790138],"genre_scores_gemma":[0.998322,0.001308779,0.0000360708,0.00002617867,0.00007074566,0.00001909477,0.000002257721,0.00001651224,0.0001984041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457622,"threshold_uncertainty_score":0.386195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113986136690269,"score_gpt":0.2987105684532876,"score_spread":0.2875707070863849,"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."}}