{"id":"W4391985505","doi":"10.5114/pja.2024.135549","title":"Evaluation of primary immunodeficiency awareness of physicians in Türkiye","year":2024,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003451154,0.0003142714,0.001102645,0.0009622739,0.00007826766,0.00001260338,0.0008572027,0.0004898455,0.0003707134],"category_scores_gemma":[0.0005344015,0.0002789774,0.0004224752,0.000765463,0.0009425502,0.0003467646,0.0001533073,0.0007635318,0.00003076251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958478,"about_ca_system_score_gemma":0.00141888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005475018,"about_ca_topic_score_gemma":0.00003499727,"domain_scores_codex":[0.9959016,0.001073144,0.001780236,0.0003355446,0.0003045197,0.0006049266],"domain_scores_gemma":[0.9972842,0.0004911104,0.0009685546,0.0004203938,0.0008267284,0.000008988832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009486612,0.002575205,0.008908886,0.0004384207,0.00218153,0.00009179392,0.009115203,0.00403638,0.8115696,0.009403106,0.00225625,0.1484749],"study_design_scores_gemma":[0.01373595,0.004918756,0.7880785,0.002818855,0.001963083,0.002324649,0.009773913,0.0006143824,0.1499038,0.01167463,0.01262191,0.0015715],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841804,0.1512981,0.0001176581,0.0002856566,0.002563342,0.0002077652,0.00003095792,0.00002289103,0.00366957],"genre_scores_gemma":[0.9979891,0.001618891,0.00004085369,0.0001087399,0.00001869125,0.00001029947,0.00004358401,0.00002885914,0.0001409881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7791697,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817271203294688,"score_gpt":0.2898819531393043,"score_spread":0.2617092411063574,"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."}}