{"id":"W4362719375","doi":"10.14740/cr1467","title":"Immobilizing Interstitial Cardiac Fibrosis","year":2023,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Myocarditis; Odds ratio; Gastroenterology; Fibrosis; Diabetes mellitus; Pathology; Endocrinology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00246904,0.0001357548,0.0007290047,0.000528116,0.0002589421,0.00003065641,0.0001357952,0.0002525176,0.00003949058],"category_scores_gemma":[0.000483409,0.000113304,0.0005522741,0.0009596551,0.0003882079,0.00004831025,0.0003424346,0.0007275288,0.001095899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415819,"about_ca_system_score_gemma":0.0001728587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003824251,"about_ca_topic_score_gemma":4.940381e-7,"domain_scores_codex":[0.9975678,0.00038598,0.000239305,0.0004862538,0.0004929674,0.000827699],"domain_scores_gemma":[0.998432,0.0004269502,0.00001726539,0.0005499453,0.0003542882,0.0002195094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001049839,0.00002994848,0.1083576,0.0003511463,0.0009817147,0.0003951115,0.0007402597,0.0006853834,0.6255816,0.0009538678,0.2423415,0.01853204],"study_design_scores_gemma":[0.003388678,0.002829555,0.5223154,0.0008248475,0.0004225548,0.0006811384,0.007953773,0.004752818,0.01954923,0.001082042,0.4351931,0.001006897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608358,0.001613906,0.00008141216,0.001216392,0.001208865,0.0005211184,0.00002851941,0.0002851221,0.03420889],"genre_scores_gemma":[0.9950034,0.0008356667,0.0001276954,0.0000473368,0.001706599,0.00008100775,0.00009347498,0.00004122471,0.002063576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6060323,"threshold_uncertainty_score":0.9996819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291247114421701,"score_gpt":0.4215403731883355,"score_spread":0.2924156617461654,"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."}}