{"id":"W3136336683","doi":"10.1186/s13063-021-05179-8","title":"A smartphone-assisted brief online cognitive-behavioral intervention for pregnant women with depression: a study protocol of a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação Maria Cecilia Souto Vidigal; Grand Challenges Canada","keywords":"Psychoeducation; Randomized controlled trial; Medicine; Context (archaeology); Psychological intervention; Psychosocial; Psychiatry; Edinburgh Postnatal Depression Scale; Intervention (counseling); Clinical psychology; Cognition; Depressive symptoms","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005107048,0.0002446504,0.004135285,0.0001054694,0.00007141141,0.00002678924,0.00006454146,0.00009471094,0.0004028178],"category_scores_gemma":[0.002103217,0.0001420808,0.0006086105,0.0001332394,0.00006712627,0.00006263778,0.0000423314,0.0001366189,0.000001633815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006334094,"about_ca_system_score_gemma":0.0003179166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006721068,"about_ca_topic_score_gemma":0.00005121452,"domain_scores_codex":[0.994059,0.00244766,0.002393411,0.0003692111,0.0004277971,0.0003029407],"domain_scores_gemma":[0.9960663,0.001682899,0.001390495,0.0002526174,0.0004373394,0.0001703762],"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":[0.9740943,0.01526488,0.00067017,0.002754756,0.0008456686,0.00009350757,0.0008498445,1.552689e-7,0.0003523448,0.000004874407,0.000006904063,0.005062569],"study_design_scores_gemma":[0.9581305,0.014415,0.002056375,0.01589679,0.001760951,0.00004048149,0.0006417117,0.00001194436,0.00684957,0.00002868852,0.00003307864,0.0001349049],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5982159,0.0001137363,0.000149067,0.00004339145,0.0002222252,0.4011279,0.00005663279,0.00002976865,0.00004136565],"genre_scores_gemma":[0.514054,0.000003770952,0.0001992124,0.00003511663,0.0001439634,0.4843002,0.00003938231,0.00001915703,0.0012052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08416197,"threshold_uncertainty_score":0.5793887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240114929455548,"score_gpt":0.4622686423629588,"score_spread":0.338257149417404,"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."}}