{"id":"W2939635494","doi":"10.1093/rheumatology/kez108.064","title":"156 The portrayal of osteoarthritis in the UK national newspapers: a preliminary systematic content analysis","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; Research Canada; University of British Columbia","funders":"","keywords":"Medicine; Newspaper; Content analysis; Osteoarthritis; Content (measure theory); Physical therapy; Advertising; Alternative medicine; Pathology; Social science","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":[0.0005466749,0.00008968553,0.0002872932,0.00007221546,0.0000700705,0.00001673473,0.0003179111,0.00004366161,0.0005004404],"category_scores_gemma":[0.00003587988,0.00005113638,0.0001671551,0.0005018387,0.00006216452,0.00001436375,0.00003901249,0.0001141933,0.0001974125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001850926,"about_ca_system_score_gemma":0.000015883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003619716,"about_ca_topic_score_gemma":0.0004204607,"domain_scores_codex":[0.9988515,0.0001711877,0.0003661608,0.0001789157,0.0002758296,0.000156389],"domain_scores_gemma":[0.9989306,0.0003928136,0.000157816,0.000443626,0.00005845924,0.00001671725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003317669,0.001560933,0.4326304,0.001950175,0.005521822,0.00006637678,0.1364407,0.0006230391,0.0008397828,0.4021264,0.01624716,0.001661452],"study_design_scores_gemma":[0.001217654,0.0003591599,0.9281414,0.0002617644,0.0005246667,0.0000382141,0.0659636,0.0001873508,0.000006615049,0.0004079409,0.002707231,0.0001844435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442933,0.001775038,0.00002792737,0.003005416,0.000116243,0.001334946,0.00005015085,0.00001779405,0.04937917],"genre_scores_gemma":[0.9977773,0.00001242377,0.00002660736,0.0004761002,0.00004249654,0.0004616555,0.00001468513,0.000007657049,0.001181109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4955109,"threshold_uncertainty_score":0.5479472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879924477818482,"score_gpt":0.3049428993036387,"score_spread":0.2661436545254539,"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."}}