{"id":"W4406555346","doi":"10.1016/s1634-6939(20)30592-5","title":"10.1016/s1634-6939(20)30592-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00008968296,0.0001424821,0.0002515955,0.00007561537,0.00004752584,0.00001983997,0.000118341,0.00007713983,0.9994558],"category_scores_gemma":[0.00004764926,0.0001390528,0.00006953395,0.0001842184,0.00003648699,0.00004093632,0.00003771799,0.0001332943,0.9968273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008239449,"about_ca_system_score_gemma":0.00007448268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007510096,"about_ca_topic_score_gemma":9.417595e-7,"domain_scores_codex":[0.9989953,0.00002199346,0.0001990428,0.0002592377,0.0001946784,0.0003297375],"domain_scores_gemma":[0.9991884,0.00003363859,0.00002022288,0.0004483933,0.00004822889,0.0002611669],"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":[0.0001271716,0.00005755161,0.000001028948,0.00001873804,0.00001979284,0.00003560807,0.00002628094,0.000001425857,0.0007007754,5.710372e-7,0.6024634,0.3965477],"study_design_scores_gemma":[0.0007199058,0.0002803748,0.0003097775,0.00006977478,0.00004479592,0.00008028814,8.766958e-7,0.0000318078,0.0006110416,0.000004997291,0.9977069,0.0001394675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004394118,0.000133776,7.79584e-7,0.001217572,0.000002463341,0.0003665147,0.00002059578,0.000159908,0.9937043],"genre_scores_gemma":[0.0002466466,4.285961e-7,0.0002685429,0.0002618427,0.0002886525,0.00002219298,0.00003048427,0.0000321834,0.998849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3964082,"threshold_uncertainty_score":0.5670408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005141895685077585,"score_gpt":0.1967844714035688,"score_spread":0.1916425757184912,"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."}}