{"id":"W3157473442","doi":"10.21203/rs.2.13082/v1","title":"DIVERTICULAR DISEASE IN THE YOUNG AGE GROUP – CLINICAL COURSE AND MANAGEMENT","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital","funders":"","keywords":"Diverticular disease; Course (navigation); Group (periodic table); Medicine; Disease; Internal medicine; Pediatrics; Engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001725642,0.0001739927,0.0003020867,0.0001764722,0.0001304955,0.0001571754,0.0004340893,0.000125204,0.00006130908],"category_scores_gemma":[0.000159164,0.0001211212,0.0002220028,0.0002451642,0.0002664381,0.00003797451,0.001414776,0.001061823,0.0001884109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007710532,"about_ca_system_score_gemma":0.0001461655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433235,"about_ca_topic_score_gemma":0.00003290392,"domain_scores_codex":[0.9967297,0.0006816777,0.000319295,0.000639826,0.001210351,0.0004191882],"domain_scores_gemma":[0.9977568,0.0002018017,0.00003901756,0.001487649,0.0001433479,0.0003713508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003618844,0.002559185,0.9661111,0.003323766,0.0003482231,0.003892681,0.0003633761,0.0000385442,0.000004122648,0.01045773,0.009161078,0.003378324],"study_design_scores_gemma":[0.0009216258,0.0001002624,0.9878876,0.001105491,0.0003214127,0.000004624932,0.0005321184,0.001145686,2.582534e-7,0.002222555,0.00562833,0.0001300597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727774,0.007640389,0.0001386027,0.006543532,0.0001838713,0.006181897,0.0001025754,0.00005428664,0.006377488],"genre_scores_gemma":[0.9931684,0.004545886,0.0000731878,0.0003764627,0.0001399315,0.0006308866,0.0004476703,0.00002184987,0.0005957189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02177649,"threshold_uncertainty_score":0.4939179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083820851126795,"score_gpt":0.4572599732540439,"score_spread":0.3488778881413644,"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."}}