{"id":"W4405654019","doi":"10.5336/dermato.2023-100381","title":"Reliability and Sensitivity of a New Simple Screening Test (TUPAST) in Psoriatic Arthritis Including Axial Involvement: Methodological Study","year":2024,"lang":"en","type":"article","venue":"Turkiye Klinikleri Journal of Dermatology","topic":"Statistical Methods in Epidemiology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriatic arthritis; Medicine; Reliability (semiconductor); Psoriasis; Dermatology; Test (biology); Screening test; Family medicine; Biology; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.01192561,0.0003060385,0.002124751,0.0004177685,0.00006395775,0.00002640411,0.0001864586,0.0002983428,0.0000647911],"category_scores_gemma":[0.09988151,0.0002495237,0.0001811287,0.0004403018,0.0003676615,0.0001834595,0.0003270551,0.001117741,0.00000188869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007467405,"about_ca_system_score_gemma":0.0001807717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001185974,"about_ca_topic_score_gemma":0.0001240809,"domain_scores_codex":[0.989224,0.006846623,0.002653067,0.0004505975,0.0003396291,0.000486064],"domain_scores_gemma":[0.9199866,0.07857317,0.0007479073,0.0002976395,0.0001821158,0.0002125316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001598575,0.003080659,0.5720702,0.002453374,0.001118126,0.01869675,0.01845846,0.0002861239,0.006849017,0.05701595,0.003920423,0.3144524],"study_design_scores_gemma":[0.003395823,0.001357779,0.07333113,0.0006890305,0.0003130526,0.009852064,0.002362047,0.01303358,0.0009687892,0.8940057,0.0002902212,0.0004007753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6513553,0.0007201433,0.3463477,0.0007666565,0.0004232639,0.0003128652,0.000012199,0.00003089395,0.00003104801],"genre_scores_gemma":[0.6228114,0.0001085451,0.3768432,0.00006680368,0.000143164,0.000004170743,7.125208e-7,0.00001959445,0.00000240493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8369898,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3023168734901051,"score_gpt":0.4778781665085686,"score_spread":0.1755612930184635,"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."}}