{"id":"W4293148299","doi":"10.1055/s-0042-1747692","title":"Prädiktoren von Mortalität und Exazerbationen bei Patienten mit stabiler COPD: Ergebnisse von COSYCONET","year":2022,"lang":"de","type":"article","venue":"Pneumologie","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Gynecology","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":[0.002201585,0.0008298987,0.002281246,0.0005275352,0.0002878549,0.00141577,0.0002514276,0.0005757084,0.002000615],"category_scores_gemma":[0.003663796,0.0001374212,0.002595848,0.00101922,0.0003986719,0.0006190903,0.0005820353,0.001477211,0.000330589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090294,"about_ca_system_score_gemma":0.001218534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743838,"about_ca_topic_score_gemma":0.00202521,"domain_scores_codex":[0.9987822,0.0005645175,0.0001723088,0.0001834709,0.000190573,0.0001068673],"domain_scores_gemma":[0.996609,0.001600285,0.0005938123,0.0002445722,0.0004732984,0.0004790305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4860696,0.008067628,0.1100365,0.004645717,0.01066547,0.0002903053,0.000604257,0.003480369,0.01398748,0.0003026621,0.002155034,0.359695],"study_design_scores_gemma":[0.03298047,0.2535829,0.6302167,0.001506132,0.04097825,0.0005261713,0.00126465,0.003587859,0.0155387,0.001030211,0.01854775,0.0002402309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942611,0.05265317,0.000482281,0.0004805697,0.0001966958,0.0002474989,0.001209259,0.00002143566,0.002098112],"genre_scores_gemma":[0.9851843,0.01064018,0.0008200654,0.0004039449,0.0002173421,0.0002227005,0.001216761,0.00001588359,0.001278719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002281246,"threshold_uncertainty_score":0.01164323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668367488681399,"score_gpt":0.3163625461707794,"score_spread":0.2796788712839654,"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."}}