{"id":"W4395013865","doi":"10.1016/j.srhc.2024.100973","title":"Factors influencing delivery-related complications and their consequences in hard-to-reach areas of Bangladesh","year":2024,"lang":"en","type":"article","venue":"Sexual & Reproductive Healthcare","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Grand Challenges Canada","keywords":"Medicine; Obstetrics; Environmental health; Family medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005128395,0.0002368244,0.0002617837,0.000671802,0.0005069303,0.0006446519,0.0003068925,0.0002915246,0.00339914],"category_scores_gemma":[0.003206306,0.000203803,0.0002567885,0.001272048,0.0003759715,0.0004175609,0.0007121697,0.0005500802,0.0002611047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006947612,"about_ca_system_score_gemma":0.0006646383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02766292,"about_ca_topic_score_gemma":0.02581176,"domain_scores_codex":[0.9994557,0.0001624058,0.0001020405,0.00007626769,0.00009655217,0.0001070566],"domain_scores_gemma":[0.9981118,0.0002977036,0.001102707,0.00005802799,0.0001242106,0.000305435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000275056,0.00002109877,0.996255,0.00004346939,0.00002386148,0.0002842172,0.0005807724,0.00002425993,0.00009740615,0.00003812159,0.0001600287,0.002444237],"study_design_scores_gemma":[0.000002301681,0.00003806145,0.9976482,0.00004836878,0.000008610271,0.0002977015,0.001611695,0.00003134297,0.00001390433,0.00004172812,0.0002529752,0.000005077692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968895,0.0009252256,0.00005058912,0.0003564,0.00000609773,0.00001924304,0.0005284499,0.000002417229,0.001222175],"genre_scores_gemma":[0.998893,0.0006804095,0.00005021187,0.00003506814,0.000004555954,0.00001119757,0.000169635,0.000001146577,0.0001548884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02766292,"threshold_uncertainty_score":0.05500382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05527253623473639,"score_gpt":0.3336757911937583,"score_spread":0.278403254959022,"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."}}