{"id":"W2008448440","doi":"10.1007/s10067-013-2407-z","title":"The number needed to offend: a cross-sectional study of potential offensiveness of rheumatic diagnostic labels","year":2013,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heritage Medical Research Clinic; University of Alberta","funders":"","keywords":"Feeling; Medicine; Rheumatology; Somatization; Offensive; Internal medicine; Physical therapy; Anxiety; Cross-sectional study; Family medicine; Psychiatry; Psychology; Pathology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004720027,0.0001795497,0.0009062742,0.00005593194,0.00009943459,0.00001822683,0.0002384263,0.0001628456,0.0004063543],"category_scores_gemma":[0.004209427,0.0001132859,0.0002124382,0.0001952637,0.0003653108,0.00004720769,0.0001122256,0.0001726354,0.0003855808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001510613,"about_ca_system_score_gemma":0.0000889888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031313,"about_ca_topic_score_gemma":0.00004016348,"domain_scores_codex":[0.9971551,0.0002684742,0.001656154,0.0003125841,0.0003153993,0.0002923357],"domain_scores_gemma":[0.9939341,0.004438782,0.0004420045,0.0005816848,0.000417201,0.0001862256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003720951,0.003779149,0.9910507,0.0001099426,0.0006721703,0.00001019492,0.0003340651,0.000009249657,0.00002499842,0.0003940162,0.001172723,0.002070737],"study_design_scores_gemma":[0.006431131,0.001279021,0.9879503,0.000245595,0.00007453085,0.0001282683,0.001102091,0.000123763,0.00002199175,0.002509155,0.00004081277,0.00009337359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962504,0.00007901606,0.0001078258,0.0006164659,0.001111929,0.001403651,0.000006117406,0.00002252501,0.0004021046],"genre_scores_gemma":[0.999161,0.0001145794,0.0001473989,0.0001755352,0.00001356162,0.0001766855,0.000007425023,0.00002128091,0.0001825454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006059036,"threshold_uncertainty_score":0.5039381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708621282119066,"score_gpt":0.3853038671744132,"score_spread":0.3482176543532225,"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."}}