{"id":"W2054561657","doi":"10.1111/j.1552-6909.2007.00174.x","title":"Canadian Mothers’ Perceived Support Needs During Postpartum Depression","year":2007,"lang":"en","type":"article","venue":"Journal of Obstetric, Gynecologic & Neonatal Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas University; University of Toronto; Canadian Institutes of Health Research; University of Alberta; University of New Brunswick","funders":"","keywords":"Postpartum depression; Social support; Intervention (counseling); Support group; Exploratory research; Depression (economics); Qualitative research; Emotional support; Family support; Psychology; Nursing; Medicine; Clinical psychology; Psychiatry; Pregnancy; Social psychology; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000669927,0.0002779188,0.0005520789,0.001312508,0.0003149673,0.00003950129,0.000250694,0.0002654558,0.0006024804],"category_scores_gemma":[0.000491191,0.0002271564,0.0002365398,0.0005636624,0.00008948392,0.000301469,0.00002938446,0.000761223,0.0000476909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994682,"about_ca_system_score_gemma":0.0004803522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007480983,"about_ca_topic_score_gemma":0.0003811349,"domain_scores_codex":[0.9972284,0.00006857392,0.0009557803,0.0002191316,0.0005936208,0.000934438],"domain_scores_gemma":[0.9974764,0.000330345,0.0005349143,0.0002361613,0.0002460809,0.001176074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004738283,0.0009143521,0.816794,0.002027678,0.0002355857,0.02383394,0.01000167,0.00004715587,0.01120485,0.0000900396,0.0008930598,0.1292194],"study_design_scores_gemma":[0.002589537,0.0013476,0.9714085,0.00357359,0.0001197799,0.008393187,0.001804667,0.00001604466,0.008320382,0.00009984305,0.002069427,0.0002574349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986669,0.003303112,0.00006837198,0.001282687,0.003294973,0.0003551839,0.000008977263,0.00003686273,0.004980811],"genre_scores_gemma":[0.9959839,0.0002131381,0.0008927623,0.0006779521,0.0003488744,0.000001755031,0.000008183251,0.00003842137,0.001835012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1546145,"threshold_uncertainty_score":0.9263167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413282385031712,"score_gpt":0.2826514303912883,"score_spread":0.2685186065409712,"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."}}