{"id":"W7151701044","doi":"","title":"Senatvinio silpnumo sindromo įtaka vyresnio amžiaus pacientų pooperaciniams rezultatams po planinės širdies operacijos","year":2021,"lang":"en","type":"dissertation","venue":"Lithuanian University of Health Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deep vein; Pulmonary embolism; Cardiac surgery; Heart failure; Thrombosis; Atrial fibrillation; Cardiopulmonary bypass; Cardiac arrhythmia","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"],"consensus_categories":[],"category_scores_codex":[0.001039777,0.0005581288,0.001468292,0.0006511518,0.001297877,0.0001027156,0.0008739554,0.0004280335,0.0006959913],"category_scores_gemma":[0.0003348446,0.0005691868,0.0003015799,0.001459714,0.0008935735,0.0004685796,0.0001514961,0.0008178733,0.0001282237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705965,"about_ca_system_score_gemma":0.003394656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005828627,"about_ca_topic_score_gemma":0.006858704,"domain_scores_codex":[0.9949818,0.0003054957,0.0008124739,0.001321613,0.00157929,0.000999389],"domain_scores_gemma":[0.9969274,0.0002393116,0.0008638889,0.0007235203,0.0006688494,0.000577051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004323028,0.005670149,0.09666368,0.03309352,0.002234751,0.008631652,0.465591,0.0005367985,0.004159895,0.00430513,0.1412192,0.2335711],"study_design_scores_gemma":[0.007269992,0.006903996,0.3230711,0.01744458,0.0006197657,0.001114819,0.5095774,0.000602231,0.00242479,0.0001938464,0.1281953,0.00258218],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446407,0.004915714,0.00003590086,0.008216804,0.002441077,0.001434852,0.0005352728,0.0002087879,0.03757088],"genre_scores_gemma":[0.8870799,0.002461521,0.006303937,0.001196121,0.0002478732,0.000002351315,0.002846909,0.00007394068,0.09978743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.230989,"threshold_uncertainty_score":0.9996759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274418996315489,"score_gpt":0.3029182608260489,"score_spread":0.2754763611945,"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."}}