{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009438,0.0003513936,0.001196155,0.002881693,0.0004933392,0.001801684,0.0004299923,0.0005394946,0.006114216],"category_scores_gemma":[0.009159559,0.0003169151,0.001195925,0.007646315,0.0004065318,0.00141995,0.001455115,0.001298884,0.00143424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006915014,"about_ca_system_score_gemma":0.001139683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005670225,"about_ca_topic_score_gemma":0.009295378,"domain_scores_codex":[0.9964331,0.0007957139,0.001199471,0.0005388623,0.0006312752,0.0004015451],"domain_scores_gemma":[0.9940785,0.002250454,0.002505763,0.000438741,0.0004888014,0.000237663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0023665,0.0001025373,0.8774408,0.003444033,0.001373471,0.000470995,0.0006028074,0.00071222,0.000617467,0.001279625,0.01337473,0.09821481],"study_design_scores_gemma":[0.0002883777,0.000289687,0.9565484,0.001904559,0.001607117,0.002055829,0.001403025,0.0005866674,0.001101325,0.00178354,0.03235403,0.00007743305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8167755,0.09026432,0.002354009,0.001515529,0.0003265073,0.0002247657,0.07646061,0.0001523306,0.0119265],"genre_scores_gemma":[0.9100748,0.02763748,0.001230768,0.0005763844,0.0003707328,0.0003172709,0.05840661,0.00005421937,0.001331849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006114216,"threshold_uncertainty_score":0.02045411,"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."}}