{"id":"W4415813314","doi":"10.1037/emo0001603","title":"State and trait late positive potential predict maternal mental health.","year":2025,"lang":"en","type":"article","venue":"Emotion","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Psychopathology; Anxiety; Pregnancy; Trait; Mental health; Longitudinal study; Maternal sensitivity; Depression (economics)","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":[0.0001212078,0.00008828934,0.0001433013,0.00007006464,0.0001263294,0.00001697467,0.00002404332,0.00003384634,0.00008675612],"category_scores_gemma":[0.00000259348,0.00007992153,0.00002811176,0.00004589077,0.0000300479,0.00006823197,0.00002607844,0.0001085813,0.0000190997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007955354,"about_ca_system_score_gemma":0.00004550256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001853581,"about_ca_topic_score_gemma":0.000006308403,"domain_scores_codex":[0.9992687,0.00004891434,0.0002047703,0.0001595684,0.0001229393,0.0001951657],"domain_scores_gemma":[0.9997414,0.000005560246,0.00005514,0.00006868695,0.00001713519,0.0001121294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01837309,0.002026559,0.3827895,0.04050058,0.0009660106,0.0006972413,0.01600535,0.00008590091,0.01541128,0.003981624,0.009462542,0.5097004],"study_design_scores_gemma":[0.001604141,0.0004586309,0.9873369,0.004105355,0.00001813695,0.0001161031,0.00002550714,0.0004975543,0.004884394,0.0004618137,0.0004304577,0.00006099369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896645,0.0004778602,0.0004057328,0.006998523,0.000666393,0.0004419958,0.0000963626,0.00003975899,0.001208902],"genre_scores_gemma":[0.9871678,0.0003046711,0.0001566726,0.001430891,0.00005416025,0.000006375437,0.00005878895,0.000007202411,0.01081349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6045474,"threshold_uncertainty_score":0.3259105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007170468293156785,"score_gpt":0.2772675751772594,"score_spread":0.2700971068841027,"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."}}