{"id":"W4413998271","doi":"10.3389/fgwh.2025.1569410","title":"Preconception care practice among pregnant women attending antenatal care at Wachemo University, Nigist Eleni Mohammed Memorial Comprehensive Specialized Hospital, southern Ethiopia, 2022: a mixed-methods study","year":2025,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Wachemo University","keywords":"Medicine; Maternity care; Nursing; Obstetrics; Family medicine; Political science; Health care","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":[0.002171549,0.0003332737,0.0004607545,0.001178961,0.001078165,0.0009483028,0.0004368213,0.0004576247,0.0008093624],"category_scores_gemma":[0.002156541,0.0006671794,0.0004113286,0.001420846,0.0003656711,0.0006632813,0.000546632,0.0003101105,0.0001645817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009493279,"about_ca_system_score_gemma":0.0008492144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006904084,"about_ca_topic_score_gemma":0.01592487,"domain_scores_codex":[0.9991916,0.0003340108,0.0001262128,0.0001130642,0.0001121265,0.0001229536],"domain_scores_gemma":[0.9990584,0.0004195934,0.0002479761,0.0000469443,0.0001152436,0.0001117918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462649,0.0006992029,0.9691188,0.0002331987,0.00007883794,0.0006648888,0.01869656,0.00004536076,0.0009832568,0.00006310831,0.0001140977,0.009056387],"study_design_scores_gemma":[0.00004319101,0.001566303,0.9274748,0.0002576031,0.0001423625,0.001080121,0.06738059,0.0004544826,0.0006319642,0.00006557553,0.0008743958,0.00002858737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995058,0.0001295013,0.00006300629,0.00001475525,0.000001348065,0.00006977567,0.00006848334,7.353765e-7,0.0001466202],"genre_scores_gemma":[0.9986896,0.0003748882,0.0003894553,0.00004481938,0.000004226852,0.0001775702,0.0001032041,8.422416e-7,0.0002154145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006904084,"threshold_uncertainty_score":0.01372784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009573257963728807,"score_gpt":0.331127875740435,"score_spread":0.3215546177767062,"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."}}