{"id":"W4366660170","doi":"10.5267/j.ccl.2023.3.007","title":"Effective assessment model for improving capacity of diagnosis and early treatment of st-advanced miscellaneous immediate patients: The case in Vietnam","year":2023,"lang":"en","type":"article","venue":"Current Chemistry Letters","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conventional PCI; Medicine; Replicate; Intervention (counseling); Percutaneous coronary intervention; Emergency medicine; Internal medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009160549,0.0001652904,0.0002849006,0.0000376364,0.00003832604,0.000009308854,0.00005440336,0.00002765407,0.000006871689],"category_scores_gemma":[0.00004942216,0.0001250013,0.00008619519,0.00009321785,0.0001184267,0.00002394242,0.00004440393,0.00007097582,2.467377e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002265443,"about_ca_system_score_gemma":0.00003575191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005812849,"about_ca_topic_score_gemma":0.000007427041,"domain_scores_codex":[0.999092,0.00001685497,0.000261973,0.0002613679,0.0001392771,0.0002285257],"domain_scores_gemma":[0.9993277,0.0001887759,0.0001545304,0.0002261949,0.00004383097,0.00005901437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001345204,0.005825175,0.2693306,0.03409217,0.001008062,0.0007172214,0.006382518,0.01325002,0.3016573,0.00004751763,0.002104372,0.3642399],"study_design_scores_gemma":[0.086932,0.002190254,0.3193696,0.003746749,0.004917791,0.00008479299,0.005578483,0.3983376,0.1751305,0.0005017948,0.0008059012,0.002404586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976337,0.0001972104,0.00007320443,0.0003186687,0.0000661939,0.001458895,0.0001854523,0.0000213109,0.00004538132],"genre_scores_gemma":[0.998844,0.0001370597,0.00007351564,0.00001103436,0.00003256102,0.0007907502,0.00008802511,0.00001459182,0.000008514603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3850875,"threshold_uncertainty_score":0.5097407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673840333907728,"score_gpt":0.3045205396592222,"score_spread":0.2777821363201449,"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."}}