{"id":"W2786878044","doi":"10.2196/resprot.9042","title":"The Effectiveness and Cost-Effectiveness of Web-Based and Home-Based Postnatal Psychoeducational Interventions for First-Time Mothers: Randomized Controlled Trial Protocol","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; National University Health System","keywords":"Psychoeducation; Randomized controlled trial; Medicine; Childbirth; Psychological intervention; Anxiety; Cost effectiveness; Nursing; Clinical psychology; Pregnancy; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02216828,0.006640757,0.01465038,0.004457755,0.002913616,0.003948755,0.004150858,0.007643067,0.06168827],"category_scores_gemma":[0.02526722,0.003160822,0.006840026,0.003744541,0.004155145,0.004076963,0.002335624,0.0078071,0.006227368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007216433,"about_ca_system_score_gemma":0.01798245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004498457,"about_ca_topic_score_gemma":0.005658178,"domain_scores_codex":[0.9769247,0.01322654,0.002831542,0.001885741,0.002257739,0.002873699],"domain_scores_gemma":[0.9868031,0.004536604,0.003297855,0.00102384,0.002122228,0.0022164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9487045,0.01736942,0.0005108647,0.009696464,0.001793365,0.00009951888,0.0001566986,0.001169102,0.000592813,0.001053954,0.002560737,0.01629262],"study_design_scores_gemma":[0.9698326,0.02234255,0.0006718137,0.001015601,0.0009442859,0.00001936198,0.00007133563,0.001319456,0.000473482,0.0006476407,0.002614472,0.00004736052],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006408095,0.0003652621,0.0009540292,0.0001490398,0.0002644697,0.9901154,0.0009535212,0.00009215897,0.0006979624],"genre_scores_gemma":[0.007290144,0.0002096327,0.001769062,0.0001311736,0.00006846491,0.989983,0.0001083044,0.000005586555,0.0004346455],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06168827,"threshold_uncertainty_score":0.2063679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275385951408892,"score_gpt":0.5469372285235291,"score_spread":0.4193986333826399,"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."}}