{"id":"W2780598022","doi":"10.1002/cpp.2168","title":"Cognitive factors and post‐partum depression: <scp>W</scp>hat is the influence of general personality traits, rumination, maternal self‐esteem, and alexithymia?","year":2017,"lang":"en","type":"article","venue":"Clinical Psychology & Psychotherapy","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rumination; Alexithymia; Neuroticism; Toronto Alexithymia Scale; Psychology; Eysenck Personality Questionnaire; Cognition; Clinical psychology; Population; Personality; Depression (economics); Beck Depression Inventory; Post partum; Big Five personality traits; Psychiatry; Medicine; Pregnancy; Extraversion and introversion; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000312373,0.000159892,0.0001342836,0.0002566524,0.0001635132,0.0003083554,0.0001524651,0.0002850186,0.001681959],"category_scores_gemma":[0.00187563,0.00007627146,0.0001824864,0.0002912209,0.0002032215,0.0001434254,0.0001637791,0.0003113897,0.0001288944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904244,"about_ca_system_score_gemma":0.0002226062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00440529,"about_ca_topic_score_gemma":0.006564449,"domain_scores_codex":[0.9999193,0.00002879715,0.000006534789,0.000010979,0.00001576038,0.00001864065],"domain_scores_gemma":[0.9994153,0.000228701,0.0001681952,0.00002599196,0.00004703349,0.000114746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000312877,0.0001279079,0.9871826,0.00003603637,0.0000610248,0.0001628171,0.0001458898,0.00003342665,0.0005523967,0.00001406299,0.0001940063,0.01117687],"study_design_scores_gemma":[0.000003640542,0.00008319274,0.9995925,0.000006736989,0.000009714837,0.0001058241,0.000062726,0.00002901521,0.00003798807,0.000005689867,0.00006233077,7.723167e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986567,0.0007593369,0.00003008668,0.0001120853,0.000007372622,0.000008257756,0.00008522433,0.000001299537,0.000339571],"genre_scores_gemma":[0.9991711,0.0003648098,0.00005607306,0.00004262568,0.00001351122,0.000007900855,0.0001402046,6.83975e-7,0.0002030672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00440529,"threshold_uncertainty_score":0.00875932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06721746179421505,"score_gpt":0.4375012640217514,"score_spread":0.3702838022275364,"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."}}