{"id":"W7160038537","doi":"10.5281/zenodo.14939796","title":"Вплив урбанізації на структуру коморбідної патології у хворих на негоспітальну пневмонію","year":2023,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Urbanization; Identification (biology); Liquation","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":[0.006267271,0.0009034438,0.0006114187,0.003396548,0.005146201,0.01548107,0.001464605,0.003077986,0.06226164],"category_scores_gemma":[0.01533146,0.0009670606,0.001077851,0.003289504,0.009746316,0.009155813,0.004766282,0.004680665,0.02980486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00602834,"about_ca_system_score_gemma":0.01387683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055102,"about_ca_topic_score_gemma":0.015483,"domain_scores_codex":[0.9916759,0.00234492,0.0005939378,0.001152407,0.003414521,0.0008183572],"domain_scores_gemma":[0.9919876,0.0021327,0.0006868646,0.001146174,0.003063059,0.000983662],"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":[0.0001049133,0.00008296935,0.004225759,0.0007915584,0.00004671332,0.0006932862,0.01052997,0.0006121637,0.002112449,0.7554029,0.08669008,0.1387073],"study_design_scores_gemma":[0.00001808304,0.00002753327,0.002539402,0.0006552611,0.00003120446,0.0005129699,0.005113409,0.0003485672,0.001389526,0.1114212,0.8778811,0.00006177264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01460701,0.01411796,0.04500787,0.03323301,0.003179947,0.0003295089,0.001468821,0.0007537479,0.8873022],"genre_scores_gemma":[0.4872213,0.02833856,0.09124617,0.008194824,0.002179138,0.001270332,0.002258889,0.001857323,0.3774335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06226164,"threshold_uncertainty_score":0.2082859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180877540010595,"score_gpt":0.2855307351723291,"score_spread":0.2437219597722231,"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."}}