{"id":"W2765113458","doi":"10.71781/4443","title":"Association between asthma during pregnancy and postpartum depression","year":2016,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postpartum depression; Asthma; Pregnancy; Depression (economics); Association (psychology); Medicine; Obstetrics; Psychiatry; Psychology; Psychotherapist; Internal medicine; Biology; Economics","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":[0.0009463428,0.0001340107,0.0002792668,0.0004137119,0.0003741482,0.0006173857,0.0003316755,0.0004533406,0.001776825],"category_scores_gemma":[0.004729704,0.0002596603,0.0005694558,0.0007390312,0.0002364808,0.0002302829,0.0003592933,0.0006923404,0.0001473855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006488712,"about_ca_system_score_gemma":0.0007259314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07065739,"about_ca_topic_score_gemma":0.07640358,"domain_scores_codex":[0.9993044,0.0002433069,0.00006386782,0.0001468049,0.00009817214,0.0001434729],"domain_scores_gemma":[0.998305,0.0006827912,0.0005459375,0.0001397415,0.0001843396,0.0001422617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006553838,0.00001003534,0.9956293,0.00002370553,0.0000859136,0.00007327193,0.00009232209,0.00004633453,0.0001643197,0.00005936737,0.0001252623,0.003624537],"study_design_scores_gemma":[0.000002585705,0.00002636471,0.9991942,0.00002595245,0.00005354562,0.00008618849,0.00009512343,0.0001742112,0.00002964468,0.00003494483,0.0002751249,0.00000203624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890086,0.00600248,0.000397539,0.0009364981,0.00004229886,0.00001601825,0.0008458364,0.000009152578,0.002741451],"genre_scores_gemma":[0.9973747,0.001574401,0.0001465857,0.00007606012,0.00001275212,0.00000982833,0.0001949285,0.000001950553,0.0006088414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07065739,"threshold_uncertainty_score":0.1404923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367665523887603,"score_gpt":0.3329308485276797,"score_spread":0.3092541932888037,"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."}}