{"id":"W7111290222","doi":"10.1371/journal.pone.0330830.s002","title":"MFMCQ Arabic 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; Place of birth; Arabic; Pregnancy; Health care","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":[0.00193481,0.00122742,0.0008266616,0.001972234,0.0006895859,0.001703454,0.001193962,0.0009593397,0.5628161],"category_scores_gemma":[0.01271636,0.0004650679,0.0006091026,0.002734462,0.0003430221,0.001919139,0.001497864,0.001195567,0.2620205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008109586,"about_ca_system_score_gemma":0.001465299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104375,"about_ca_topic_score_gemma":0.01146192,"domain_scores_codex":[0.9984899,0.0005711612,0.0003242232,0.0001624708,0.0003068118,0.00014538],"domain_scores_gemma":[0.9942573,0.001907987,0.0006094979,0.0002324471,0.002693317,0.000299355],"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":[0.0002715919,0.00005990142,0.002058479,0.001090748,0.00001724855,0.00007106696,0.0003727922,0.00006830104,0.0001679761,0.001413148,0.9198557,0.07455307],"study_design_scores_gemma":[0.0001941746,0.00008153056,0.01423599,0.0007650536,0.00001280907,0.0002670815,0.0004502178,0.0001932763,0.0001630226,0.002125531,0.9814677,0.00004376757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.007252008,0.003618106,0.003563134,0.006170921,0.002454087,0.002846456,0.7479388,0.003406522,0.2227501],"genre_scores_gemma":[0.07201732,0.00635563,0.03449587,0.01073897,0.001849739,0.01811031,0.5473648,0.004744479,0.304323],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5628161,"threshold_uncertainty_score":0.6235898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390320532000687,"score_gpt":0.347317789885203,"score_spread":0.3082857366851343,"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."}}