{"id":"W4251542723","doi":"10.3899/jrheum.130805.c1","title":"Does One Size Fit All?","year":2013,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internal 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":[0.0007454889,0.00008659029,0.0002612855,0.00003479992,0.00006861271,0.00001364964,0.000629897,0.00008484808,0.008873299],"category_scores_gemma":[0.0003274881,0.00003352321,0.00007611251,0.00009770506,0.000503519,0.0001021552,0.00005681978,0.0003116773,0.001100281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001125838,"about_ca_system_score_gemma":0.00001783473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760132,"about_ca_topic_score_gemma":0.000007096291,"domain_scores_codex":[0.9987555,0.0003494605,0.0003764483,0.00007999449,0.0001595165,0.0002791118],"domain_scores_gemma":[0.9978324,0.001440057,0.000279301,0.000242401,0.0000903163,0.0001155699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001944309,0.0002378749,0.009707144,0.00000781296,0.0002196736,0.00001120128,0.002743232,0.00000317343,0.0009816234,0.9745576,0.007411083,0.003925166],"study_design_scores_gemma":[0.0005676554,0.0002891645,0.02019733,0.00002757025,0.00004436767,0.002385388,0.0003851712,0.00001370019,0.0001453878,0.9727158,0.003125375,0.000103083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935372,0.0001689428,0.0002452465,0.03228822,0.00123315,0.00007817196,8.655999e-7,0.00001131538,0.03060212],"genre_scores_gemma":[0.9981801,0.00009845917,0.000176207,0.001070994,0.00002801175,0.000002589245,5.112549e-8,0.000006117275,0.0004374803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06280812,"threshold_uncertainty_score":0.9996775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628740546030899,"score_gpt":0.2928989795817553,"score_spread":0.2666115741214463,"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."}}