{"id":"W2808870606","doi":"10.2196/10676","title":"Exploring the Most Visible German Websites on Melanoma Immunotherapy: A Web-Based Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Melanoma; The Internet; Immunotherapy; Medicine; Health literacy; Population; World Wide Web; German population; Computer science; Health care; Internal medicine; Geography; Cancer research; Environmental health; Political science; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001084595,0.0001629279,0.0002663706,0.0002501293,0.00142911,0.00004174848,0.0003068091,0.00008687349,0.01032678],"category_scores_gemma":[0.00005342462,0.0001008191,0.0001161496,0.001382532,0.00008854546,0.0006879272,0.0000435187,0.0004786669,0.001399113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897515,"about_ca_system_score_gemma":0.0005450752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006519008,"about_ca_topic_score_gemma":0.0008778885,"domain_scores_codex":[0.9976981,0.00041187,0.000857324,0.0002442497,0.0002974216,0.0004910766],"domain_scores_gemma":[0.9980593,0.000399637,0.0003927688,0.0007252884,0.0003092505,0.0001137387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001260379,0.0002255693,0.8139406,0.000561729,0.0004826417,0.000001304023,0.02877119,0.0001802386,0.0005922989,0.001459478,0.063936,0.08858851],"study_design_scores_gemma":[0.0007218564,0.00008307189,0.3654442,0.0001090132,0.00002517405,4.33097e-8,0.0003425234,0.01066109,0.000223743,0.00003485039,0.6222203,0.0001341563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770639,0.00009310275,0.0002812335,0.003153177,0.0007761293,0.0009128767,0.00007861733,0.000152903,0.01748804],"genre_scores_gemma":[0.9667489,0.00007857125,0.000136541,0.02813418,0.0007276926,0.002436152,0.00003006779,0.00001933914,0.001688575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5582843,"threshold_uncertainty_score":0.9998709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043477549960272,"score_gpt":0.4684453943716795,"score_spread":0.3640976393756522,"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."}}