{"id":"W1998579664","doi":"10.5172/conu.2010.34.2.199","title":"Paternal postpartum depression: How can nurses begin to help?","year":2010,"lang":"en","type":"article","venue":"Contemporary Nurse","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Postpartum depression; Depression (economics); Nursing; Psychology; Medicine; Pregnancy; Biology","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":[0.0001621635,0.0002783204,0.0003830707,0.0001378483,0.0001441224,0.0000564745,0.0002201908,0.0001551366,0.0002978954],"category_scores_gemma":[0.00006735252,0.0002301485,0.0001076793,0.0001235564,0.0000891909,0.0001655538,0.00005186452,0.0005111336,0.0001930788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003410827,"about_ca_system_score_gemma":0.0002065274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002261568,"about_ca_topic_score_gemma":0.0000757997,"domain_scores_codex":[0.9983867,0.00005708513,0.0003023443,0.000439178,0.0003544268,0.0004602929],"domain_scores_gemma":[0.9982645,0.00004568094,0.0001158344,0.0006032787,0.00009254136,0.0008782021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002602965,0.0005623715,0.9329959,0.001364735,0.00005704755,0.001215814,0.001670319,3.02064e-7,0.01513151,0.000396274,0.0364823,0.007520503],"study_design_scores_gemma":[0.004020431,0.001723115,0.5810103,0.007623111,0.00006927149,0.001042023,0.0005555368,0.00003993836,0.1292374,0.0002128655,0.2736859,0.0007801002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546592,0.0006088617,0.00001224664,0.02942585,0.004698411,0.0009351271,0.00007254061,0.0001836499,0.009404094],"genre_scores_gemma":[0.9729395,0.00001329646,0.0002793573,0.004416999,0.0007285619,0.0001024577,0.00005747014,0.00004838635,0.02141399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3519855,"threshold_uncertainty_score":0.9385185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332321233887494,"score_gpt":0.2997865140993001,"score_spread":0.2764633017604252,"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."}}