{"id":"W4387104589","doi":"10.3329/bjog.v37i1.68627","title":"Developing a group Model of ANC-PNC through human-centered Design (HCD) to Improve MNCH of first-time Mothers (FTMs) in Bangladesh","year":2023,"lang":"en","type":"article","venue":"Bangladesh Journal of Obstetrics & Gynaecology","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Focus group; Stakeholder; Service provider; Nursing; Influencer marketing; Service (business); Service delivery framework; Medicine; Psychology; Public relations; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0230097,0.0008520197,0.0005704029,0.0007954885,0.002291751,0.002538136,0.002360457,0.001180123,0.004215999],"category_scores_gemma":[0.01373454,0.000536224,0.0007893069,0.0004755729,0.003578998,0.001374454,0.003113139,0.001177597,0.0004143509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003666279,"about_ca_system_score_gemma":0.007114776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317554,"about_ca_topic_score_gemma":0.00481976,"domain_scores_codex":[0.9709173,0.0258502,0.0003910468,0.001361109,0.0008295547,0.0006507445],"domain_scores_gemma":[0.98852,0.008688073,0.0004660994,0.0007969369,0.0008713421,0.0006576725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003193486,0.01647968,0.02290922,0.007428108,0.0003571477,0.001006577,0.2672487,0.04287713,0.01957457,0.07398245,0.007383102,0.5375598],"study_design_scores_gemma":[0.01692246,0.07735436,0.03191591,0.005633064,0.00162493,0.001001681,0.3075691,0.1930073,0.03279609,0.1197867,0.2117147,0.0006736894],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4474088,0.0005762736,0.495394,0.003153778,0.0002992926,0.0310321,0.0003603557,0.0005580515,0.02121743],"genre_scores_gemma":[0.4668763,0.0003168366,0.5074368,0.0006301577,0.0000165366,0.0226608,0.000140371,0.00005043331,0.001871759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0230097,"threshold_uncertainty_score":0.1216884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111240005284326,"score_gpt":0.3796514049537877,"score_spread":0.2684113996694617,"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."}}