{"id":"W6992708005","doi":"","title":"Medical Science Pulse. Vol. 13, 2019, no. 2","year":2022,"lang":"en","type":"other","venue":"Jagiellonian Digital Library (Jagiellonian University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiology; Rheumatoid arthritis; Diarrhea; Medical science; Chronic diarrhea; Systemic lupus erythematosus","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0004807792,0.002016958,0.001701274,0.01003723,0.001060955,0.001986434,0.01006874,0.001410791,0.2823534],"category_scores_gemma":[0.0007496704,0.002362422,0.0009606359,0.01164656,0.004709772,0.007641898,0.007338031,0.003053201,0.08253701],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009768391,"about_ca_system_score_gemma":0.006340103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002510375,"about_ca_topic_score_gemma":0.00008179971,"domain_scores_codex":[0.9874359,0.000324904,0.0009206209,0.003697717,0.004658226,0.00296259],"domain_scores_gemma":[0.9919413,0.0002736232,0.001058766,0.003404521,0.0002602345,0.003061571],"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":[0.000218001,0.0006486687,0.004611042,0.0001323563,0.0003154744,0.005280042,0.00007815131,0.000007203124,0.0000200258,0.006528444,0.9790488,0.003111813],"study_design_scores_gemma":[0.001856585,0.0003183677,0.000290751,0.0003716629,0.0001467887,0.0001353648,0.0002103751,0.0001218979,0.0000494224,0.0001244893,0.9937463,0.00262796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002550994,0.0007338399,0.00001812801,0.001114524,0.003054536,0.001338561,0.01001866,0.005558025,0.9779086],"genre_scores_gemma":[0.001414655,0.0004914684,0.0004336257,0.0009083799,0.001636421,0.000008013047,0.002501908,0.003619001,0.9889866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1998164,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005494624733351603,"score_gpt":0.1821656830304201,"score_spread":0.1766710582970684,"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."}}