{"id":"W4249311964","doi":"10.15173/m.v1i38.2629","title":"Atherosclerosis","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0002810923,0.00005633861,0.0001421059,0.00001038799,0.00007863136,0.00001109495,0.00005110033,0.00002813769,0.0005448594],"category_scores_gemma":[0.00008384627,0.00003257864,0.000158716,0.0001463417,0.00003243717,0.00001268319,0.00002569579,0.0001088951,0.0002314148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003531718,"about_ca_system_score_gemma":0.0003661432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005355479,"about_ca_topic_score_gemma":0.000005236685,"domain_scores_codex":[0.9993782,0.00005483789,0.00008379328,0.000119301,0.0002159145,0.0001479612],"domain_scores_gemma":[0.999203,0.00001843823,0.00001515566,0.0006017011,0.00005705487,0.0001047023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002135659,0.002572394,0.07066675,0.001128962,0.002794009,0.0002439921,0.01561655,0.000003688253,0.2223738,0.02078385,0.1450463,0.5185562],"study_design_scores_gemma":[0.001210167,0.00009299495,0.2938247,0.0001218237,0.0003222309,0.0005845394,0.002474439,0.000006981451,0.09667245,0.0003583832,0.6041605,0.0001707779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756746,0.002582,0.00005054243,0.01422361,0.0003914489,0.0001628659,0.000001512131,0.00003489451,0.006878525],"genre_scores_gemma":[0.989852,0.0002449196,0.0005031,0.003668721,0.0007425821,0.000032228,0.00000455659,0.00001606349,0.004935854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5183855,"threshold_uncertainty_score":0.5965828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399509417257072,"score_gpt":0.2775870747970027,"score_spread":0.253591980624432,"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."}}