{"id":"W4366549953","doi":"10.5334/gh.1194","title":"Focused Chest Pain Assessment for Early Detection of Acute Coronary Syndrome: Development of a Cardiovascular Digital Health Intervention","year":2023,"lang":"en","type":"article","venue":"Global Heart","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Kementerian Riset, Teknologi dan Pendidikan Tinggi","keywords":"Medicine; Chest pain; Acute coronary syndrome; Cardiology; Internal medicine; Logistic regression; Physical therapy; Emergency medicine; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001673307,0.0006060986,0.0005475205,0.001518164,0.0001982989,0.0007705792,0.0004946091,0.0006884004,0.003270571],"category_scores_gemma":[0.006018567,0.0002103872,0.000543622,0.0004829593,0.0002003933,0.0008165233,0.0006047097,0.0006558626,0.0003281429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063567,"about_ca_system_score_gemma":0.001265541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008674692,"about_ca_topic_score_gemma":0.001233867,"domain_scores_codex":[0.9993168,0.0003833414,0.00005989873,0.00005419125,0.0001278556,0.00005793161],"domain_scores_gemma":[0.9977025,0.001154031,0.0004138162,0.00005507009,0.0004227691,0.00025178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000895464,0.001837399,0.6538357,0.0008000376,0.0001738394,0.0005050491,0.0002146739,0.001289285,0.001579672,0.0006567935,0.002917674,0.3352945],"study_design_scores_gemma":[0.0005065608,0.004949134,0.9400195,0.002019567,0.001016981,0.002117717,0.0007625849,0.03823561,0.001845843,0.002470598,0.005982028,0.00007391677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086014,0.02806171,0.02974866,0.01087923,0.00070552,0.002076514,0.0008279021,0.0003465923,0.01875246],"genre_scores_gemma":[0.961924,0.006484765,0.02890326,0.0006393675,0.000367036,0.0005120325,0.0003848159,0.000006953057,0.000777786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003270571,"threshold_uncertainty_score":0.01094115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071078786292548,"score_gpt":0.3492933235794293,"score_spread":0.3185825357165038,"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."}}