{"id":"W4406347990","doi":"10.1556/650.2025.33197","title":"Az anaemia gyakoriságának felmérése, osztályozása, prediktív tényezői gyulladásos bélbetegségben szenvedő betegekben","year":2025,"lang":"hu","type":"article","venue":"Orvosi Hetilap","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine; Gynecology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007105385,0.0013515,0.0009694234,0.0003895254,0.0006480034,0.0003725718,0.001625488,0.001668676,0.001165296],"category_scores_gemma":[0.0004879877,0.00151158,0.0008593669,0.0006625947,0.0006481368,0.0000464868,0.001193878,0.0009016689,0.001123678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425564,"about_ca_system_score_gemma":0.001686233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235037,"about_ca_topic_score_gemma":0.0003426177,"domain_scores_codex":[0.9931689,0.0005323874,0.001391637,0.002260995,0.0007615429,0.00188456],"domain_scores_gemma":[0.9951153,0.00008376418,0.000506826,0.002861412,0.0005962517,0.0008364673],"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":[0.00399975,0.001835918,0.1083774,0.00311775,0.003858091,0.001558108,0.0008970264,0.0007659971,0.1438059,0.006845068,0.6933744,0.03156452],"study_design_scores_gemma":[0.005250907,0.0006953937,0.1402314,0.0007708651,0.001319062,0.00003694484,0.0006472053,0.000683505,0.1120556,0.0009776783,0.734388,0.002943413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799155,0.008856948,0.0004387296,0.001647833,0.004331236,0.002258563,0.001088837,0.0002399543,0.1012224],"genre_scores_gemma":[0.9520316,0.001428464,0.0004883912,0.002305121,0.001826205,0.000256748,0.0009663785,0.0002216516,0.04047545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07211612,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004376607173459512,"score_gpt":0.2400243604145361,"score_spread":0.2356477532410766,"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."}}