{"id":"W4402218200","doi":"10.1136/jnis-2024-esmint.179","title":"P143 Comparative analysis of stroke care performane in West Georgia and West Ukraine","year":2024,"lang":"en","type":"article","venue":"Abstracts","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001072025,0.0001359342,0.0004920663,0.0004233917,0.0001703843,0.00001960937,0.00007975988,0.0001809402,0.0007018231],"category_scores_gemma":[0.0001034665,0.0001118625,0.00005841279,0.0005755689,0.00004270317,0.0003005807,0.00004427768,0.0007182689,0.0001826582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146614,"about_ca_system_score_gemma":0.0004243007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01143744,"about_ca_topic_score_gemma":0.03367629,"domain_scores_codex":[0.9980844,0.0003817808,0.0007434847,0.0002523174,0.0002046986,0.0003332873],"domain_scores_gemma":[0.9978846,0.001406272,0.0002216028,0.000204457,0.0001417537,0.0001413478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001436356,0.0001082307,0.641923,0.006474385,0.001103412,0.0001576492,0.3316952,0.0006954189,0.0008356341,0.002446233,0.001015524,0.0134017],"study_design_scores_gemma":[0.0002200153,0.00007635963,0.8968416,0.0004100184,0.0001603491,0.000001882567,0.0270809,0.0005383463,0.00003562523,0.000004238421,0.07452539,0.0001052109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529412,0.003989388,0.000001594429,0.000981139,0.0003402524,0.000377507,0.0001782526,0.00003549685,0.04115518],"genre_scores_gemma":[0.9982302,0.0002508572,0.00006277842,0.0001010881,0.0001304422,0.00003031678,0.00008522394,0.00001002202,0.001099028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3046142,"threshold_uncertainty_score":0.9951455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031154844692785,"score_gpt":0.4791674487510297,"score_spread":0.3760519642817512,"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."}}