{"id":"W1974655707","doi":"10.3899/jrheum.100333","title":"When Less Is More","year":2010,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003606157,0.000479478,0.0008462536,0.00109338,0.002082366,0.00698996,0.001338344,0.00559646,0.2912223],"category_scores_gemma":[0.02311216,0.0002600518,0.0007943836,0.001100095,0.002443167,0.009157453,0.004318504,0.004001188,0.07489964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671582,"about_ca_system_score_gemma":0.003674919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508536,"about_ca_topic_score_gemma":0.006362564,"domain_scores_codex":[0.9953352,0.001594956,0.0002489984,0.000714652,0.001377785,0.0007283943],"domain_scores_gemma":[0.9912526,0.001967208,0.0008609691,0.0007705675,0.002005168,0.003143476],"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":[0.0002561168,0.0001375369,0.00478464,0.0009719576,0.00008096581,0.0004463036,0.001215584,0.00005489247,0.0003704254,0.01689953,0.723458,0.251324],"study_design_scores_gemma":[0.00005422306,0.00005541752,0.003668746,0.0008711818,0.00004227227,0.001026526,0.002203622,0.00003318438,0.0001307754,0.009425521,0.9824533,0.0000351964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01546582,0.02795057,0.002471974,0.5094738,0.02170332,0.0001946785,0.003661537,0.0007149145,0.4183635],"genre_scores_gemma":[0.1396612,0.02209637,0.00374967,0.4245156,0.01509271,0.0003922459,0.003025614,0.0007746032,0.390692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2912223,"threshold_uncertainty_score":0.9742357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057188991972162,"score_gpt":0.273742688681524,"score_spread":0.2531707987618024,"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."}}