{"id":"W3011634506","doi":"10.3899/jrheum.191245","title":"Not Every Picture Tells a Story: A Content Analysis of Visual Images in Patient Educational Resources About Gout","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gout; Medicine; Educational resources; Family medicine; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005798207,0.0002597002,0.0003741336,0.004175184,0.0008609868,0.002356643,0.0004600857,0.0004935104,0.002366256],"category_scores_gemma":[0.05134458,0.0001918247,0.000399772,0.00276372,0.001439938,0.00314847,0.002464228,0.0005113491,0.000239776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188692,"about_ca_system_score_gemma":0.001175657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003120568,"about_ca_topic_score_gemma":0.003368376,"domain_scores_codex":[0.9942586,0.003806956,0.0004268948,0.0002547174,0.0009023361,0.0003504101],"domain_scores_gemma":[0.954099,0.03483167,0.006823851,0.0005747459,0.003009913,0.0006607841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001204179,0.0002572123,0.3484323,0.00384921,0.0002327814,0.001288043,0.5330049,0.0001654355,0.002392331,0.001602743,0.005124992,0.1024459],"study_design_scores_gemma":[0.00005676305,0.0003725956,0.3939176,0.001922806,0.0002932443,0.001955467,0.5752283,0.00123756,0.001073217,0.0008839884,0.02296828,0.00009008915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929118,0.001006979,0.00084117,0.0007197891,0.00003122178,0.0002369132,0.0004588506,0.00001778896,0.003775592],"genre_scores_gemma":[0.996644,0.0006046314,0.001393427,0.0003002431,0.00002568038,0.0001841733,0.0003151452,0.00001834475,0.0005143345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005798207,"threshold_uncertainty_score":0.03066421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204014247184725,"score_gpt":0.2760535558761995,"score_spread":0.2540134134043522,"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."}}