{"id":"W1613673068","doi":"10.1155/2015/450309","title":"Psychobiobehavioral Model for Preterm Birth in Pregnant Women in Low- and Middle-Income Countries","year":2015,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Psychosocial; Distress; Medicine; Stressor; Anxiety; Poverty; Pregnancy; Developing country; Depression (economics); Etiology; Low and middle income countries; Psychiatry; Clinical psychology","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":[0.002501391,0.0002920355,0.0009815332,0.001544413,0.00004984881,0.00007005884,0.0003706756,0.0003146458,0.0000645795],"category_scores_gemma":[0.0001303195,0.0002304826,0.0001009638,0.0003007494,0.0002116921,0.0001263607,0.0002069274,0.0006494515,0.00002411402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838225,"about_ca_system_score_gemma":0.001035932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007379531,"about_ca_topic_score_gemma":0.00005912579,"domain_scores_codex":[0.9966346,0.0001785676,0.0008360169,0.0005501122,0.0008975131,0.0009031819],"domain_scores_gemma":[0.9987196,0.0001645863,0.0001568208,0.000278545,0.0002474861,0.0004329679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004398961,0.001390633,0.007201442,0.8084351,0.0001776772,0.0005131125,0.00319816,0.000002446747,0.000001338513,0.0008362083,0.0002839652,0.173561],"study_design_scores_gemma":[0.003335662,0.0006671587,0.0007823191,0.4689745,0.00002126482,0.0001241476,0.00003991182,0.001959343,0.000003753041,0.0006847084,0.5230711,0.00033619],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01307525,0.9800051,0.000006340735,0.0002650915,0.0009937969,0.004003614,0.001391126,0.00002603292,0.000233598],"genre_scores_gemma":[0.002273561,0.9847521,0.0002485307,0.00002959267,0.0002481127,0.003031184,0.0002794875,0.00005513065,0.009082261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5227871,"threshold_uncertainty_score":0.9398807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2208809000448978,"score_gpt":0.489275035738751,"score_spread":0.2683941356938532,"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."}}