{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259725,0.0002122714,0.0001788916,0.0002961078,0.0003774097,0.0005355406,0.0002994084,0.0004302947,0.006984042],"category_scores_gemma":[0.002441701,0.0002816474,0.0003122846,0.0003792811,0.0001487129,0.000358978,0.0005926718,0.0007429658,0.0007498834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732138,"about_ca_system_score_gemma":0.0002462296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007538392,"about_ca_topic_score_gemma":0.01332818,"domain_scores_codex":[0.9998926,0.0000273299,0.00001512514,0.00002464943,0.00001408262,0.00002626149],"domain_scores_gemma":[0.9994755,0.0001128797,0.0002631002,0.00003259547,0.00002976735,0.00008610545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001732184,0.00004829683,0.9955858,0.00002203015,0.00004751506,0.00003189663,0.0001170123,0.0000185174,0.0001076598,0.00003794099,0.0008435653,0.002966434],"study_design_scores_gemma":[0.00001343895,0.00005141745,0.9990632,0.00001393025,0.00002680554,0.00008867159,0.0001799305,0.0001061054,0.00002726571,0.00003769689,0.0003896084,0.000001941609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942073,0.0006067039,0.00007920404,0.0002664153,0.00003632047,0.00001887839,0.003534176,0.00000978972,0.00124121],"genre_scores_gemma":[0.9956725,0.0002977113,0.0002100406,0.0001097487,0.00003203193,0.00004855903,0.001805938,0.000003753634,0.001819748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007538392,"threshold_uncertainty_score":0.02336401,"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."}}