{"id":"W4400679602","doi":"10.25040/lkv2024.02.063","title":"9-й Макмастерський міжнародний оглядовий курс із внутрішньої медицини – 9–11.05.2024 (Краків, Польща)","year":2024,"lang":"uk","type":"article","venue":"Lviv clinical bulletin","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyarthritis; Medicine; Hydroxychloroquine; Dermatology; Internal medicine; Arthritis; Coronavirus disease 2019 (COVID-19)","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.008371647,0.001188667,0.002469497,0.0002436582,0.0004606085,0.0005226414,0.001680844,0.002273784,0.1354616],"category_scores_gemma":[0.01262845,0.0007311638,0.001853656,0.001659844,0.003363522,0.0001117059,0.001106444,0.004003498,0.06266429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733571,"about_ca_system_score_gemma":0.001077691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005179564,"about_ca_topic_score_gemma":0.0001075859,"domain_scores_codex":[0.9867197,0.001334937,0.003799431,0.003331291,0.002326954,0.002487659],"domain_scores_gemma":[0.9864406,0.008466874,0.0004404422,0.001326968,0.0002533784,0.003071749],"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":[0.0004014182,0.001613965,0.01279879,0.00076103,0.0003553766,0.002271612,0.0001252899,0.00000129467,0.0002597792,0.01166366,0.8562908,0.113457],"study_design_scores_gemma":[0.001957504,0.003613376,0.01292508,0.002753358,0.0006819215,0.0001205524,0.0003508887,0.0009006812,0.00008433161,0.00491212,0.9706586,0.001041567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1495258,0.0479422,0.0005613281,0.5150059,0.05676123,0.002925007,0.000418231,0.001740652,0.2251197],"genre_scores_gemma":[0.6701918,0.01237941,0.001372781,0.03322511,0.02044546,0.0001141264,0.0001577717,0.0001385341,0.261975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.520666,"threshold_uncertainty_score":0.9995139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.097629919210892,"score_gpt":0.4068506435354851,"score_spread":0.3092207243245931,"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."}}