{"id":"W2935795234","doi":"","title":"International Comparison of Oncology Centers' Webpage Messaging","year":2019,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; World Wide Web; Oncology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000525525,0.00006401586,0.0001848341,0.0002416037,0.0001924049,0.00001971039,0.0003038894,0.0000847697,0.0005368956],"category_scores_gemma":[0.0002557991,0.00007724716,0.00004727171,0.0003129254,0.0001102526,0.0003660986,0.00004810139,0.0002163169,0.00005699385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201609,"about_ca_system_score_gemma":0.0003878759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384831,"about_ca_topic_score_gemma":0.001044723,"domain_scores_codex":[0.9988903,0.0002417036,0.0001818616,0.0001679772,0.0002972693,0.0002208762],"domain_scores_gemma":[0.9989766,0.0003826601,0.000228382,0.0001065678,0.0001777066,0.0001280698],"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":[0.00005585615,0.0001167189,0.9555509,0.00001547719,0.0000297704,0.000007477038,0.03008211,0.00001891034,0.0001203874,0.004907647,0.0003328966,0.008761819],"study_design_scores_gemma":[0.0004954545,0.00005071356,0.04741148,0.00001872351,0.00001249171,2.369693e-7,0.0174882,0.00004245945,0.00006637931,0.00007630775,0.934256,0.00008157387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7957159,0.00001990293,0.00006898327,0.00144132,0.002947999,0.0003174703,0.000009599295,0.0000317912,0.1994471],"genre_scores_gemma":[0.9969293,0.000254375,0.0003006089,0.00003758942,0.00009648628,0.000001141689,0.00002091915,0.000005758116,0.002353806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9339231,"threshold_uncertainty_score":0.5878631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639096808688816,"score_gpt":0.3705332809553752,"score_spread":0.3141423128684871,"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."}}