{"id":"W4393944741","doi":"10.3389/fmed.2024.1363548","title":"Clinical outcomes of diverticular disease in young adults: results from a tertiary referral center","year":2024,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Tertiary care; Medicine; Diverticular disease; Center (category theory); Referral; Tertiary referral hospital; Disease; General surgery; Pediatrics; Internal medicine; Family medicine; Retrospective cohort study","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":[0.0007367802,0.0002053759,0.0004681785,0.001346071,0.000428608,0.0006203673,0.0002391041,0.0003237447,0.001198868],"category_scores_gemma":[0.001773813,0.0001681032,0.0003325862,0.001580179,0.0002785345,0.0003165688,0.0007396935,0.0001684429,0.000262799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279092,"about_ca_system_score_gemma":0.0005328848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005636101,"about_ca_topic_score_gemma":0.008338037,"domain_scores_codex":[0.9993778,0.0001316225,0.000133818,0.0001205211,0.0001210573,0.0001151997],"domain_scores_gemma":[0.9984542,0.0002318618,0.0007453255,0.00008113782,0.0001980579,0.0002893824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004049518,0.00001261427,0.9986665,0.00001840724,0.00001337005,0.0001253477,0.0001132597,0.00001225303,0.00009356985,0.000004333175,0.00006671625,0.0008332361],"study_design_scores_gemma":[0.000004789819,0.00007052712,0.9988237,0.00001796549,0.00001486364,0.0004162838,0.0004188181,0.00003276152,0.00003174547,0.000005445972,0.0001606616,0.0000024639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988902,0.0003782925,0.00003164188,0.00002567645,0.000003815274,0.0000108181,0.0003763669,0.000002568185,0.0002807228],"genre_scores_gemma":[0.9991069,0.0002367689,0.00005312525,0.00004904495,0.00001373594,0.00001138734,0.000482245,0.000001144367,0.00004563734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005636101,"threshold_uncertainty_score":0.01120657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225110833676099,"score_gpt":0.3214381977634975,"score_spread":0.2989271143958876,"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."}}