{"id":"W2134199411","doi":"","title":"Comparison of cardiovascular diseases classification system in selected countries with Iran","year":2009,"lang":"en","type":"article","venue":"The Journal of Qazvin University of Medical Sciences","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Healthcare system; The Internet; Family medicine; Health care; World Wide Web; Economic growth","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":[0.005159015,0.0000455396,0.0003373577,0.0001270306,0.0003921614,0.000002079737,0.0004686818,0.00008477831,0.00006253902],"category_scores_gemma":[0.0003764377,0.00002597787,0.00004113381,0.0004854182,0.0004691486,0.0001427298,0.00001902911,0.0003674429,0.000002143518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009807825,"about_ca_system_score_gemma":0.001000114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003850394,"about_ca_topic_score_gemma":0.0001110482,"domain_scores_codex":[0.9971415,0.0005788608,0.0004713653,0.00004737732,0.001604427,0.0001565099],"domain_scores_gemma":[0.998319,0.0005535322,0.0006532031,0.00008620048,0.0002356539,0.0001524228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002492468,0.0006307766,0.8274905,0.003202897,0.0002710307,0.00003319886,0.08373494,0.004227986,0.00006617622,0.02868691,0.01298196,0.03618115],"study_design_scores_gemma":[0.002872165,0.00175897,0.7874711,0.004862102,0.0002629495,0.00001823521,0.1713746,0.02214435,0.0000290348,0.0001136948,0.008979693,0.0001131385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850856,0.0007783091,0.005026723,0.007644317,0.0001090916,0.0001588209,0.000002549932,0.000008912917,0.001185674],"genre_scores_gemma":[0.9992954,0.0004448728,0.0001435351,0.00006573514,0.00004058931,4.129736e-8,6.14788e-7,7.538766e-7,0.000008508001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08763968,"threshold_uncertainty_score":0.3016228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2214608161370508,"score_gpt":0.4183194485720516,"score_spread":0.1968586324350008,"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."}}