{"id":"W21459964","doi":"10.3899/jrheum.101018","title":"A journey’s end, and new roads beckoning","year":2008,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002821869,0.00007553205,0.0003193509,0.0001213155,0.0001265268,0.000001747724,0.0001043069,0.0008274337,0.0001227336],"category_scores_gemma":[0.0001493034,0.00004112391,0.00005659816,0.00009305513,0.0003090491,0.00003798697,0.00003281513,0.002101171,0.00001251197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001035966,"about_ca_system_score_gemma":0.0001558886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007627813,"about_ca_topic_score_gemma":0.000009106335,"domain_scores_codex":[0.9993523,0.00005608481,0.0003047562,0.00004856035,0.00009007445,0.000148186],"domain_scores_gemma":[0.9993888,0.0001242781,0.0002202491,0.000117871,0.00005020444,0.00009863064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.003014063,0.0002758364,0.7911577,0.0000988516,0.00208476,0.001459948,0.01629486,0.00003765136,0.008256769,0.01848542,0.1240317,0.03480248],"study_design_scores_gemma":[0.003553199,0.000970557,0.03412109,0.0002733182,0.0002850419,0.9366756,0.0008749423,0.00008223797,0.001732714,0.001544072,0.01977423,0.0001129665],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352785,0.007194121,0.0008113618,0.05576392,0.0002376283,0.00003784995,8.660792e-8,0.00001378421,0.0006627368],"genre_scores_gemma":[0.9774293,0.02080954,0.0007234692,0.0005171364,0.00001731178,1.111921e-7,1.330624e-7,0.000006958594,0.0004959859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9352157,"threshold_uncertainty_score":0.9128658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397601327057022,"score_gpt":0.2533484265985182,"score_spread":0.229372413327948,"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."}}