{"id":"W4406554976","doi":"10.1016/s1634-6939(15)66304-9","title":"10.1016/s1634-6939(15)66304-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Infectious Diseases and Tuberculosis","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":[0.00006536936,0.0001441026,0.0002129208,0.00007613796,0.00007931488,0.00002203723,0.00006683206,0.00006554128,0.9989951],"category_scores_gemma":[0.00003040113,0.0001285894,0.0001366546,0.0002059777,0.00002651641,0.00004898715,0.00002037123,0.0001053578,0.99615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000554853,"about_ca_system_score_gemma":0.0000440099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006899468,"about_ca_topic_score_gemma":2.784338e-7,"domain_scores_codex":[0.99912,0.00001963833,0.0001573298,0.000225592,0.0001927212,0.0002847004],"domain_scores_gemma":[0.9992868,0.00002334386,0.00001787046,0.0003184204,0.00005954681,0.0002940406],"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":[0.0002323365,0.0002333871,0.000008475938,0.00002530423,0.00007526265,0.00003753452,0.00001335791,0.00001664091,0.00004510998,0.000001421232,0.5493262,0.449985],"study_design_scores_gemma":[0.0006251433,0.0003965906,0.0008754564,0.00003935201,0.0001515946,0.00005512599,9.256142e-7,0.0001169059,0.00008691361,0.000007163712,0.9974908,0.0001540089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00975533,0.0001082276,4.04863e-7,0.0006555761,0.000002123777,0.0002732198,0.00001719468,0.000189434,0.9889985],"genre_scores_gemma":[0.003523991,8.652229e-7,0.00003759844,0.0003880049,0.0003136919,0.00002695816,0.0000338221,0.00003366768,0.9956414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.449831,"threshold_uncertainty_score":0.5243722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003769168357179412,"score_gpt":0.183802694011878,"score_spread":0.1800335256546986,"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."}}