{"id":"W4406553097","doi":"10.1016/s1558-0164(10)70309-6","title":"10.1016/s1558-0164(10)70309-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.0001990405,0.0001430307,0.0003027532,0.00006454923,0.00008463497,0.000008466226,0.00009236566,0.00007382467,0.9975778],"category_scores_gemma":[0.0002282817,0.0001139877,0.00006824155,0.0001505235,0.0001367964,0.00002566155,0.00003413088,0.0001890125,0.9988701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002069995,"about_ca_system_score_gemma":0.00003344075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001054595,"about_ca_topic_score_gemma":6.807103e-8,"domain_scores_codex":[0.9990146,0.00004131882,0.0001821694,0.0002498205,0.0002059297,0.0003061405],"domain_scores_gemma":[0.9992962,0.00007864979,0.00001997592,0.0002918316,0.00005350795,0.0002597866],"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":[0.0001273652,0.00007029311,5.251563e-7,0.00001492456,0.00003911894,0.00009263923,0.00004400284,9.863761e-7,0.00004800968,2.311598e-7,0.9007131,0.09884882],"study_design_scores_gemma":[0.0005943165,0.00029236,0.0002937547,0.00006280968,0.00008063309,0.00009638857,0.00000284452,0.00005137541,0.00006483842,0.000005364564,0.9983338,0.0001215805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001194996,0.0003345543,0.000001535381,0.004370437,0.000003318659,0.0001579926,0.000007096808,0.000176544,0.9937536],"genre_scores_gemma":[0.000161231,0.000001609338,0.0002948309,0.0006712985,0.0002951532,0.00002009233,0.00002016067,0.00002039759,0.9985152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09872724,"threshold_uncertainty_score":0.4648284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189826232954497,"score_gpt":0.2228595194992851,"score_spread":0.2109612571697402,"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."}}