{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003930583,0.0002771481,0.0004111067,0.000446188,0.0003375124,0.0007613218,0.0002173473,0.0003179135,0.004794353],"category_scores_gemma":[0.0007082458,0.0001158572,0.0002135185,0.0004650845,0.0002492194,0.0003207845,0.0003337477,0.0004505711,0.0007465314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016089,"about_ca_system_score_gemma":0.0006813285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877909,"about_ca_topic_score_gemma":0.002009986,"domain_scores_codex":[0.9997732,0.00004397682,0.00002708876,0.00004490208,0.00005074727,0.00006007921],"domain_scores_gemma":[0.9997379,0.00005145806,0.000116232,0.000007350792,0.00003991949,0.00004709599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384965,0.0005943947,0.8503411,0.0006095619,0.0001482194,0.004748519,0.0005762079,0.0005221048,0.003943693,0.0005902325,0.004142791,0.1323983],"study_design_scores_gemma":[0.0001438618,0.000431523,0.9632617,0.0006098198,0.0002155776,0.01326391,0.001128443,0.0007232437,0.00166287,0.001044347,0.01748789,0.00002683435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718304,0.02013769,0.0005886609,0.001862394,0.0001259711,0.00002147877,0.000497527,0.00003087726,0.004905064],"genre_scores_gemma":[0.9872536,0.008708723,0.0007380036,0.0004164459,0.0002123465,0.00002014726,0.0006319118,0.000009529497,0.002009319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004794353,"threshold_uncertainty_score":0.01603872,"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."}}