{"id":"W4407845230","doi":"10.1186/s12884-025-07270-3","title":"“I’m not alone”: perinatal women’s experiences in an online self-directed program for perinatal anxiety","year":2025,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Research Manitoba","keywords":"Anxiety; Thematic analysis; Medicine; Qualitative research; Clinical psychology; Randomized controlled trial; Intervention (counseling); Population; Psychology; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005136367,0.0003766458,0.000452862,0.0004585489,0.004744101,0.002353077,0.001223145,0.001117,0.002344336],"category_scores_gemma":[0.01148473,0.0004495793,0.0004400625,0.0004943355,0.0028183,0.002264517,0.003640138,0.00211726,0.0001801625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155857,"about_ca_system_score_gemma":0.002119059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004689238,"about_ca_topic_score_gemma":0.008587405,"domain_scores_codex":[0.996069,0.002786788,0.0001134874,0.0001479672,0.0003261539,0.0005565967],"domain_scores_gemma":[0.9957833,0.002518385,0.0005218412,0.0001038782,0.0001939664,0.0008786595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003113871,0.0007731106,0.02080471,0.0004167366,0.0000348847,0.001755507,0.9432129,0.00006137005,0.001396126,0.0006623507,0.001855748,0.02871521],"study_design_scores_gemma":[0.00004763846,0.001132812,0.02114407,0.0002524228,0.00004794547,0.001125918,0.9647126,0.0001296747,0.0006933428,0.0002291853,0.01045348,0.00003091521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955785,0.0002764749,0.0003977692,0.00172376,0.00004431726,0.0001379521,0.0000468536,0.00001457652,0.001779842],"genre_scores_gemma":[0.9968947,0.0004842607,0.0005909011,0.00089091,0.00002693684,0.0002307769,0.00003919256,0.00001417556,0.0008280775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005136367,"threshold_uncertainty_score":0.02716404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197981555399569,"score_gpt":0.3083795465739925,"score_spread":0.2885813910340356,"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."}}