{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003268181,0.000389547,0.0006244757,0.01223912,0.0003981848,0.001427826,0.0003298205,0.000441116,0.001946862],"category_scores_gemma":[0.01079725,0.000215863,0.001035391,0.00833499,0.0005607057,0.001089535,0.001478783,0.0002511384,0.0005072165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008446098,"about_ca_system_score_gemma":0.0009222334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003650954,"about_ca_topic_score_gemma":0.004812059,"domain_scores_codex":[0.9981154,0.0004348787,0.0004619241,0.0002341701,0.000570058,0.000183585],"domain_scores_gemma":[0.9891165,0.004960558,0.003185682,0.0003252489,0.001898753,0.0005133066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006086192,0.0001724896,0.9377555,0.002852027,0.000320488,0.0007907592,0.006101709,0.00027405,0.001312469,0.000284367,0.001943583,0.04758405],"study_design_scores_gemma":[0.0000241851,0.000147838,0.9904298,0.0003104039,0.0002730802,0.0004769734,0.004603877,0.0006789414,0.0004790471,0.0001026951,0.002448777,0.00002440061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951844,0.0008287837,0.0003507354,0.00006873562,0.000004727836,0.0001494168,0.002381308,0.00001835039,0.001013531],"genre_scores_gemma":[0.9943411,0.0006792761,0.001434475,0.00004513501,0.00000874665,0.0001787274,0.002960102,0.00001230888,0.0003400818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01223912,"threshold_uncertainty_score":0.01728404,"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."}}