{"id":"W7111275817","doi":"10.1371/journal.pone.0330830.s001","title":"MFMCQ Translation Protocol.","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; Pregnancy; Health care; Place of birth","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":[0.01667886,0.001489295,0.001676076,0.003496161,0.001861233,0.002688292,0.002376009,0.001878748,0.7657242],"category_scores_gemma":[0.04534217,0.001681258,0.001277483,0.003154729,0.0008212724,0.002303013,0.003803752,0.002949544,0.350852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767887,"about_ca_system_score_gemma":0.007620752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007135543,"about_ca_topic_score_gemma":0.01203245,"domain_scores_codex":[0.9929691,0.003633465,0.001522185,0.0006024175,0.0007429469,0.0005299583],"domain_scores_gemma":[0.9701583,0.01180904,0.0009455864,0.003461473,0.01260642,0.001019208],"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":[0.0006338678,0.0002508917,0.0005361251,0.003135468,0.00002070293,0.00006351533,0.001343228,0.0001197913,0.0004050035,0.003468443,0.9222605,0.06776252],"study_design_scores_gemma":[0.001318207,0.000194244,0.003580901,0.001638779,0.00001950527,0.00006363098,0.0009485976,0.0003520059,0.0004309688,0.004074725,0.9873207,0.00005773584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.003709661,0.0005222922,0.02023678,0.004222101,0.002719486,0.0995713,0.742527,0.009045606,0.1174457],"genre_scores_gemma":[0.01584654,0.0008874333,0.06806254,0.005110612,0.0006560751,0.4772955,0.2563904,0.005894942,0.169856],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7657242,"threshold_uncertainty_score":0.334166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08473562783138154,"score_gpt":0.4141043575270715,"score_spread":0.32936872969569,"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."}}