{"id":"W1879049686","doi":"10.1002/ppul.23308","title":"Postpartum depression, a direct and mediating risk factor for preschool wheeze in girls","year":2015,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Women and Children's Health Research Institute","keywords":"Wheeze; Medicine; Risk factor; Depression (economics); Postpartum depression; Pediatrics; Respiratory sounds; Psychiatry; Asthma; Pregnancy; Immunology; Respiratory system; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003578001,0.0001753076,0.0003957071,0.0002068745,0.00006205185,0.00001170544,0.00008716719,0.0001926151,0.00002227299],"category_scores_gemma":[0.00099817,0.0001490988,0.00004248848,0.0001333825,0.00003038228,0.0001013168,0.00008357598,0.0002776856,0.00002110179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007124367,"about_ca_system_score_gemma":0.000143431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842561,"about_ca_topic_score_gemma":0.00003444627,"domain_scores_codex":[0.9984738,0.0001200795,0.0004135622,0.0003745089,0.0001441657,0.0004738841],"domain_scores_gemma":[0.9988256,0.0003472179,0.0001875106,0.0002082996,0.00006227499,0.0003691101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000819236,0.00008807328,0.9938007,0.0008962235,0.00001022419,0.00003837021,0.0004606108,0.000002631666,0.0000275546,0.00001062056,0.0001936659,0.003652114],"study_design_scores_gemma":[0.003476182,0.0006957329,0.9922573,0.0001924787,0.0001024225,0.00008506864,0.00004942652,0.000466413,0.000701453,0.0005798436,0.00118252,0.0002111455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886103,0.008366784,0.00004137656,0.0006059115,0.0006702077,0.0009139912,0.0001160352,0.00007352419,0.00060185],"genre_scores_gemma":[0.9954498,0.002283737,0.0008811005,0.0002184034,0.0006107948,0.0002106614,0.00001516262,0.0000252503,0.0003050458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006839525,"threshold_uncertainty_score":0.6080071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651393774968816,"score_gpt":0.302176275513748,"score_spread":0.2756623377640599,"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."}}