{"id":"W4406564906","doi":"10.1016/j.ypdi.2014.02.020","title":"10.1016/j.ypdi.2014.02.020","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Multicenter study; Intensive care medicine; Internal medicine; Randomized controlled trial","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":[0.00003947563,0.0001226637,0.0001850782,0.0000456594,0.00004815684,0.00001178277,0.00009114436,0.0000430581,0.9991812],"category_scores_gemma":[0.00002360393,0.00009873092,0.00008314067,0.0001213984,0.00002706076,0.00005258433,0.0000208298,0.00007728495,0.997873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001892733,"about_ca_system_score_gemma":0.00003588212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002046699,"about_ca_topic_score_gemma":6.483894e-8,"domain_scores_codex":[0.999261,0.0000194517,0.0001324823,0.0001913933,0.0001697047,0.0002259598],"domain_scores_gemma":[0.9993679,0.00002692615,0.00001460219,0.0002318839,0.00002900446,0.0003296873],"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":[0.0003442795,0.00009973377,0.000003904094,0.00001346805,0.00001518202,0.00006021057,0.000004533795,0.000004739799,0.0001187739,2.397185e-7,0.5959683,0.4033667],"study_design_scores_gemma":[0.000349572,0.0003081056,0.001207352,0.00003468641,0.00005859576,0.00005436869,7.609697e-7,0.00009437044,0.00008476777,0.000008595084,0.9976696,0.0001292122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008530625,0.0003405939,7.275838e-8,0.001346028,0.000001148692,0.0001884027,0.00004178666,0.0001483398,0.989403],"genre_scores_gemma":[0.001395267,0.000001347593,0.00003898585,0.0003403618,0.0002820654,0.0000130803,0.00008396443,0.00001912934,0.9978258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4032374,"threshold_uncertainty_score":0.402613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007660733639316628,"score_gpt":0.1934468076983067,"score_spread":0.18578607405899,"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."}}