{"id":"W4401558295","doi":"10.2450/bloodtransfus.750","title":"Rh disease in Mexico: evaluating regional and institutional differences in treatment availability and disease management.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Disease; Disease management; Medicine; Intensive care medicine; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002043308,0.00009664644,0.000152256,0.0001346018,0.00005311294,0.00001568039,0.00002366683,0.00002257325,0.000009254095],"category_scores_gemma":[0.0000717558,0.00007468527,0.00002422357,0.0001499354,0.0001081612,0.0000600955,0.00003049539,0.00005662621,3.800717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009077918,"about_ca_system_score_gemma":0.00006837866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009025455,"about_ca_topic_score_gemma":0.000126597,"domain_scores_codex":[0.999189,0.00004539061,0.0001634993,0.000291362,0.0001489914,0.000161809],"domain_scores_gemma":[0.99959,0.00005041029,0.00001513554,0.0001127962,0.00001201814,0.0002196038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005895355,0.0004206118,0.8687556,0.0001755001,0.00002489662,0.00005465252,0.00004423839,0.000002774821,0.000001621902,0.002274132,0.00001058528,0.1276458],"study_design_scores_gemma":[0.003596637,0.00002298503,0.9919541,0.0001185796,0.0001231953,7.531022e-7,0.00002578342,0.0009660517,0.000002016668,0.002943373,0.0001872234,0.00005924203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917659,0.001854936,0.00002018184,0.004333688,0.00004129173,0.001101866,0.000009914736,0.00001293915,0.0008593436],"genre_scores_gemma":[0.9977704,0.0004904084,0.00007854357,0.000262988,0.00001435137,0.001011802,0.00002019993,0.000002715213,0.0003486385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275866,"threshold_uncertainty_score":0.3045577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464917728726469,"score_gpt":0.2791571697497877,"score_spread":0.234507992462523,"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."}}