{"id":"W7110815842","doi":"10.1371/journal.pone.0330830.s018","title":"Medical Record Review Form.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Prenatal care; Maternity care; Medical record; Pregnancy; Health care; Language barrier; Medical 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":[0.00574938,0.001285075,0.003466581,0.007703345,0.001490088,0.00486211,0.002963962,0.003036993,0.7425103],"category_scores_gemma":[0.03529824,0.001093065,0.001556744,0.009262275,0.0007478444,0.004396747,0.002010248,0.002731511,0.4635964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002577528,"about_ca_system_score_gemma":0.007770409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005884409,"about_ca_topic_score_gemma":0.008716076,"domain_scores_codex":[0.9926611,0.002220616,0.00269752,0.0008620075,0.001314537,0.0002440827],"domain_scores_gemma":[0.9532841,0.01101285,0.006308184,0.00380209,0.02432344,0.001269292],"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":[0.0001138541,0.00003841924,0.000197029,0.005787219,0.00003498089,0.00007238558,0.00004598831,0.0000268674,0.0000699881,0.0008055608,0.9599681,0.03283963],"study_design_scores_gemma":[0.0004295923,0.00004767197,0.001566175,0.00644445,0.00003451527,0.0001720733,0.00009884043,0.0001686055,0.0000795138,0.001262396,0.9896581,0.00003809359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009446195,0.006592837,0.003085641,0.01389432,0.00490852,0.01222981,0.5994262,0.002777625,0.3561404],"genre_scores_gemma":[0.01317207,0.02698315,0.01523898,0.02570884,0.00596959,0.03146243,0.4100364,0.001813755,0.4696147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7425103,"threshold_uncertainty_score":0.3672779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691271954073842,"score_gpt":0.5072839468774678,"score_spread":0.3381567514700836,"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."}}