{"id":"W3032705603","doi":"10.1136/ebnurs-2019-103193","title":"Web-based psychoeducation for first-time mothers more effective than home-based psychoeducation or routine care","year":2020,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Psychoeducation; Feeling; Psychological intervention; Psychology; Postpartum depression; Depression (economics); Clinical psychology; Medicine; Developmental psychology; Psychotherapist; Psychiatry; Pregnancy; Social 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003620666,0.0004073581,0.0004996299,0.0002251855,0.0003616797,0.00006537006,0.0002113361,0.0001846742,0.0002770684],"category_scores_gemma":[0.0004031091,0.0003583169,0.0002407942,0.000529144,0.0001385722,0.0002419582,0.000005820393,0.00028702,0.0000882375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008426277,"about_ca_system_score_gemma":0.001063065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000570158,"about_ca_topic_score_gemma":0.00000938793,"domain_scores_codex":[0.9974592,0.0002246709,0.0005218601,0.0007435061,0.0004745809,0.0005761972],"domain_scores_gemma":[0.997564,0.0008362524,0.0003153535,0.0004855881,0.0002782106,0.0005206126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.185145,0.006835166,0.3678848,0.1382419,0.0003692384,0.00009336364,0.05235393,0.01471447,0.01347204,0.0001093877,0.03724416,0.1835365],"study_design_scores_gemma":[0.03578887,0.01934534,0.3579699,0.2987236,0.001388065,0.00003679292,0.00387857,0.1210484,0.1544486,0.00014043,0.004916099,0.002315302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555149,0.00372738,0.008134699,0.1242469,0.001910473,0.005839985,0.0001045458,0.0003779537,0.0001431223],"genre_scores_gemma":[0.9852088,0.00002360172,0.004271012,0.00835786,0.0008071673,0.0008281232,0.0002378099,0.00009779069,0.0001678211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1812212,"threshold_uncertainty_score":0.9998869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082453466762793,"score_gpt":0.3646986270968964,"score_spread":0.3238740924292685,"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."}}