{"id":"W7160073118","doi":"10.5281/zenodo.14900251","title":"Аналіз предикторів розвитку хронічної серцевої недостатності у пацієнтів з ішемічною хворобою серця після коронарного шунтування на працюючому серцi","year":2023,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronary heart disease; Heart failure; Clinical Practice; Coronary disease; Coronary artery bypass surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006380819,0.0009235483,0.0006065888,0.002775617,0.003769355,0.01414049,0.001570049,0.003355697,0.05609449],"category_scores_gemma":[0.0155436,0.001037046,0.001190078,0.00267114,0.005575839,0.008568966,0.004158542,0.004671736,0.02844451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005404111,"about_ca_system_score_gemma":0.01192408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008954887,"about_ca_topic_score_gemma":0.01021327,"domain_scores_codex":[0.9913374,0.002117313,0.0006118332,0.001094079,0.004075434,0.0007639643],"domain_scores_gemma":[0.9901299,0.00283469,0.0009048391,0.001151271,0.004085357,0.0008939563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002246691,0.0001618759,0.005909798,0.001481839,0.0000759318,0.0007918484,0.005972901,0.001748879,0.004080945,0.6151363,0.1138164,0.2505986],"study_design_scores_gemma":[0.00003039668,0.00006699267,0.003114299,0.0008296332,0.00005016505,0.0005424329,0.002727865,0.0009454408,0.002930508,0.08219759,0.9064629,0.0001018083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0171676,0.01959311,0.07352199,0.04461277,0.004993213,0.0005224104,0.002013971,0.001346694,0.8362284],"genre_scores_gemma":[0.437997,0.03304787,0.1043484,0.01066829,0.002965004,0.001427155,0.002395375,0.002084786,0.4050661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05609449,"threshold_uncertainty_score":0.1876548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731957209329737,"score_gpt":0.2715841915450894,"score_spread":0.224264619451792,"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."}}