{"id":"W4406502596","doi":"10.1016/s0246-0610(01)00025-1","title":"10.1016/s0246-0610(01)00025-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.0000987162,0.0001633478,0.0002411734,0.00009012005,0.00005635033,0.00002160069,0.0001245864,0.00007891947,0.9990481],"category_scores_gemma":[0.0000396734,0.0001417051,0.00009955394,0.0002419559,0.00004278044,0.0000558958,0.00002393458,0.0001472193,0.9958894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003027734,"about_ca_system_score_gemma":0.00005698557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003477892,"about_ca_topic_score_gemma":4.066524e-7,"domain_scores_codex":[0.9989307,0.00002190636,0.0001849452,0.0002695925,0.0002515982,0.0003412854],"domain_scores_gemma":[0.9992944,0.00002468635,0.00001690222,0.0003629477,0.00004716546,0.0002539041],"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":[0.0001692947,0.0001162712,0.000001129867,0.00001428289,0.00003074823,0.00001623608,0.00003055292,0.000005508418,0.0001522014,1.5865e-7,0.7222916,0.277172],"study_design_scores_gemma":[0.0007801897,0.0003763611,0.000316455,0.0000334724,0.0000642982,0.00003976907,0.000006666239,0.00005316948,0.0001625904,0.000009160221,0.9979882,0.0001696773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0013036,0.0001437338,4.531003e-7,0.001696732,0.000001930166,0.0003431618,0.000009360831,0.0001718658,0.9963292],"genre_scores_gemma":[0.001307487,0.00000117842,0.00009339587,0.0003205118,0.0001776915,0.00002314301,0.00004444056,0.00003324815,0.9979989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2770023,"threshold_uncertainty_score":0.5778564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006933059725092086,"score_gpt":0.1993366894162505,"score_spread":0.1924036296911584,"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."}}