{"id":"W7112496488","doi":"","title":"Цифрова турбота та міжсесійна підтримка психоемоційного благополуччя: кейс дослідження прототипу мобільного застосунку для жінок репродуктивного віку","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Thematic analysis; Mood; Mental health; Reproductive health; Social support; Microsoft excel; Digital health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00233502,0.0006816632,0.001398147,0.00093953,0.0009975426,0.0002860874,0.0009330694,0.0004295415,0.002895776],"category_scores_gemma":[0.0007451557,0.0005971808,0.0005465918,0.00160539,0.00234271,0.0003053335,0.0005149756,0.0008163694,0.00056948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612376,"about_ca_system_score_gemma":0.001177083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000222905,"about_ca_topic_score_gemma":0.0000614001,"domain_scores_codex":[0.9933734,0.0002576485,0.001813245,0.001486081,0.001561531,0.001508127],"domain_scores_gemma":[0.9958888,0.0002936693,0.0004831615,0.001874528,0.0005354571,0.0009243328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01372468,0.01671677,0.1032064,0.09503015,0.002815611,0.002708943,0.02137898,0.0001271847,0.366286,0.060738,0.2060997,0.1111677],"study_design_scores_gemma":[0.01001655,0.001698065,0.06040489,0.02060094,0.000709996,0.0003636793,0.0008044395,0.0008568733,0.1582718,0.003422007,0.7411683,0.001682455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475275,0.007805602,0.0003728563,0.01160051,0.006220655,0.001927642,0.0003721806,0.0004057667,0.02376728],"genre_scores_gemma":[0.9261919,0.0003485808,0.001390581,0.002169488,0.0003387636,0.0001352938,0.00024681,0.00006591971,0.06911273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5350687,"threshold_uncertainty_score":0.999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580321819820383,"score_gpt":0.3292959653709222,"score_spread":0.3134927471727184,"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."}}