{"id":"W4313679349","doi":"10.25040/lkv2022.03-04.087","title":"7-ий Макмастерський міжнародний оглядовий курс з внутрішньої медицини (7th McMaster International Review Course in Internal Medicine – MIRCIM) – 29.09-01.10.2022 (Краків, Республіка Польща)","year":2022,"lang":"en","type":"article","venue":"Lviv clinical bulletin","topic":"Medicine, History, and Philosophy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonology; Internal medicine; Nephrology; Hematology; Hepatology; Rheumatology; Disease; Intensive care 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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006342695,0.0007730879,0.002361006,0.0004703559,0.000268769,0.00002293055,0.001342684,0.0003431265,0.2389807],"category_scores_gemma":[0.004375537,0.0006740789,0.0007570758,0.0006872793,0.0008720097,0.00008059762,0.0006778668,0.003365483,0.002679106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005574877,"about_ca_system_score_gemma":0.0004656098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003563694,"about_ca_topic_score_gemma":0.00006716811,"domain_scores_codex":[0.9903079,0.001234648,0.003463808,0.00160776,0.002453908,0.0009319241],"domain_scores_gemma":[0.9946396,0.001727949,0.001025557,0.001318912,0.000347326,0.000940613],"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":[0.002014276,0.001744909,0.0202902,0.0007208063,0.0003263089,0.001112899,0.0003668305,0.000003981345,0.00006943963,0.0007123911,0.9590638,0.01357418],"study_design_scores_gemma":[0.009385226,0.002470791,0.009554219,0.003737896,0.000539649,0.0003914289,0.0002711151,0.0001429035,0.000005925413,0.0005193611,0.9723726,0.0006088672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01151477,0.07719453,0.0001863639,0.4436699,0.01594587,0.003412982,0.0002307911,0.0004194483,0.4474254],"genre_scores_gemma":[0.4141869,0.03049403,0.001277501,0.2369389,0.0191682,0.001185856,0.001847606,0.0005432281,0.2943578],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4026721,"threshold_uncertainty_score":0.999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879523734750266,"score_gpt":0.3849293382187823,"score_spread":0.3161341008712797,"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."}}