{"id":"W4411660601","doi":"10.51847/cqjlyoggsm","title":"10.51847/CQjLYOggSm","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Internal 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004782179,0.00008435869,0.0001331381,0.000038741,0.0000534444,0.000008074944,0.00005785965,0.00003725451,0.9968027],"category_scores_gemma":[0.00004222818,0.00006762647,0.00005184322,0.0001303038,0.00002169294,0.00002313374,0.0000136667,0.00009068938,0.9923306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001804281,"about_ca_system_score_gemma":0.00002883903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004640988,"about_ca_topic_score_gemma":9.050047e-8,"domain_scores_codex":[0.9994524,0.00001076645,0.0001074351,0.0001308717,0.0001227072,0.0001758782],"domain_scores_gemma":[0.9995629,0.00002912877,0.00000851247,0.0001668443,0.00004491088,0.0001876905],"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":[0.0002459423,0.00009692625,0.000002325594,0.00001139545,0.00001076113,0.00006171981,0.0000177336,0.000003406456,0.001260586,0.000002952837,0.09559574,0.9026905],"study_design_scores_gemma":[0.0001958132,0.0004158197,0.0006854608,0.00004944596,0.00002400643,0.0001497393,6.201739e-7,0.0000709367,0.0001880691,0.000002713642,0.9981326,0.00008481801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01176288,0.00002859328,1.702131e-7,0.001491853,0.000002091882,0.0001302031,0.000007190435,0.000101447,0.9864756],"genre_scores_gemma":[0.001110926,2.220075e-7,0.0003765361,0.0003852504,0.0002312669,0.00001116195,0.00001373085,0.00001421209,0.9978567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9026057,"threshold_uncertainty_score":0.2757727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048348138640639,"score_gpt":0.2174073583288388,"score_spread":0.2069238769424324,"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."}}