{"id":"W2141790272","doi":"10.1161/circresaha.107.160358","title":"Bouncing Back From Elastin Deficiency","year":2007,"lang":"en","type":"letter","venue":"Circulation Research","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Elastin; Extracellular matrix; Medicine; Pathology; Genetics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001627079,0.0002785431,0.0002485259,0.000490631,0.0003079313,0.0001751665,0.0006761508,0.00122129,0.001488122],"category_scores_gemma":[0.001369399,0.0003091874,0.000156131,0.000600617,0.0003374917,0.000006479332,0.0004058452,0.002243672,0.001470444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014869,"about_ca_system_score_gemma":0.00056388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000735143,"about_ca_topic_score_gemma":0.000229718,"domain_scores_codex":[0.9951903,0.0006056999,0.0003543102,0.001101141,0.001692149,0.001056393],"domain_scores_gemma":[0.9973136,0.0003363639,0.00008742781,0.0009742955,0.001175772,0.000112596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004186344,0.00003668022,0.004395617,0.0001126222,0.00005561394,0.00008007601,0.00006663821,0.0001127931,0.05448945,0.00001046497,0.9368302,0.00376803],"study_design_scores_gemma":[0.0004730438,0.0001272085,0.01164665,0.0000778396,0.000009894611,0.000008746924,0.00008933307,0.0003691573,0.003538339,0.0004262271,0.9827757,0.0004577981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5046745,0.02120452,0.02173768,0.3254324,0.001292906,0.00452119,0.0005238131,0.0001267113,0.1204863],"genre_scores_gemma":[0.757538,0.0007963448,0.0009823019,0.1576701,0.02142004,0.0003381542,0.02127106,0.0006694929,0.03931453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2528635,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145122200501073,"score_gpt":0.3925535232780162,"score_spread":0.278041303227909,"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."}}