{"id":"W2138350625","doi":"10.1093/rheumatology/keh424","title":"The measure of our measures","year":2004,"lang":"en","type":"letter","venue":"British journal of rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Measure (data warehouse); Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009718007,0.0007628963,0.0006594345,0.00389641,0.001358168,0.004931301,0.001255028,0.001524419,0.01390405],"category_scores_gemma":[0.0706294,0.0002128861,0.0006905958,0.00320325,0.003511563,0.004739425,0.002382077,0.00275749,0.005752965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527537,"about_ca_system_score_gemma":0.001769538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572046,"about_ca_topic_score_gemma":0.001203819,"domain_scores_codex":[0.9830993,0.008543065,0.001658747,0.001594573,0.004582627,0.0005217218],"domain_scores_gemma":[0.9619851,0.017495,0.006124821,0.005121564,0.007755092,0.00151848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001908342,0.0002145617,0.05373764,0.0007136255,0.0003393047,0.000191671,0.002484012,0.0006404103,0.001495216,0.5589079,0.1106156,0.2704692],"study_design_scores_gemma":[0.00009837755,0.0007645662,0.141982,0.001145699,0.0002335989,0.003628453,0.003792538,0.003527922,0.003469807,0.3701052,0.4710229,0.0002289051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07986599,0.01531889,0.1760092,0.1149971,0.01249469,0.0009677254,0.009249367,0.000750745,0.5903463],"genre_scores_gemma":[0.8892779,0.003050439,0.04181284,0.0117539,0.006041419,0.001962542,0.00226026,0.0001898058,0.04365102],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01390405,"threshold_uncertainty_score":0.05139434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746924284555621,"score_gpt":0.2545081835705555,"score_spread":0.2370389407249993,"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."}}