{"id":"W7111390639","doi":"10.1371/journal.pone.0330830.s008","title":"MFMCQ Urdu Version.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Prenatal care; Language barrier; Maternity care; Health care; Pregnancy; Place of birth; Urdu","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001282703,0.0009924477,0.001143234,0.001842659,0.0005901293,0.001279214,0.0009002374,0.0007276055,0.6121289],"category_scores_gemma":[0.00918449,0.0004997291,0.0003369694,0.003327244,0.0002529204,0.001277492,0.001230839,0.0007141067,0.3061762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009601255,"about_ca_system_score_gemma":0.001012149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315778,"about_ca_topic_score_gemma":0.01318794,"domain_scores_codex":[0.9988757,0.0004162958,0.0002185418,0.0001349828,0.0002205941,0.0001338996],"domain_scores_gemma":[0.9965042,0.00133353,0.0003284002,0.000179689,0.001479974,0.0001743151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002510151,0.00006358658,0.0016404,0.001113064,0.00000966256,0.00004654166,0.0003742034,0.00005876189,0.0002134486,0.001438156,0.9266965,0.0680947],"study_design_scores_gemma":[0.0001703846,0.00008115482,0.01496158,0.0005547251,0.000007168199,0.0001216421,0.0002959729,0.0001773295,0.0001949586,0.001374968,0.9820337,0.00002646093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004349717,0.001483086,0.001638068,0.001597586,0.001111519,0.001270834,0.8442392,0.003267482,0.1410425],"genre_scores_gemma":[0.0452695,0.002730561,0.01559216,0.003494723,0.0008505177,0.0124841,0.7152696,0.004376969,0.1999319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6121289,"threshold_uncertainty_score":0.5532511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03951671187225106,"score_gpt":0.3521855843397622,"score_spread":0.3126688724675111,"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."}}