{"id":"W4327935415","doi":"10.1055/s-0043-1760918","title":"Hospitalisierungsmuster bei interstitiellen Lungenerkrankungen – Daten aus dem EXCITING-ILD Register","year":2023,"lang":"de","type":"article","venue":"Pneumologie","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008027058,0.0009355205,0.001178832,0.0005296341,0.0003948172,0.0002252785,0.001007436,0.0007473242,0.001548209],"category_scores_gemma":[0.0006303728,0.0008657965,0.0008484048,0.0008359366,0.0006133832,0.0003743538,0.00107815,0.0009151096,0.009696507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725583,"about_ca_system_score_gemma":0.000348344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000306439,"about_ca_topic_score_gemma":0.00001149195,"domain_scores_codex":[0.9941447,0.0003198355,0.001187918,0.001536724,0.0008419503,0.001968826],"domain_scores_gemma":[0.9966189,0.0003577113,0.0004015888,0.001550133,0.0002866748,0.0007850302],"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":[0.01241928,0.001550542,0.04413058,0.005547384,0.01070696,0.03029743,0.005484477,0.0001686291,0.006929112,0.003134218,0.8421864,0.03744499],"study_design_scores_gemma":[0.007105075,0.02218596,0.06859884,0.008455925,0.02059965,0.0003274973,0.003460862,0.01272771,0.002133645,0.002148689,0.8467239,0.005532291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6198005,0.2248661,0.0003506578,0.04284274,0.03944329,0.004407633,0.003326202,0.003385672,0.06157719],"genre_scores_gemma":[0.9617186,0.0101336,0.0001015849,0.003371108,0.005813665,0.0001798651,0.001667332,0.0002407474,0.0167735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3419181,"threshold_uncertainty_score":0.9993793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637869222478726,"score_gpt":0.2923463245675192,"score_spread":0.255967632342732,"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."}}