{"id":"W4306960737","doi":"10.48083/hmug9514","title":"A Quality Assessment of Information Available on Renal Cancer on YouTube","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Likert scale; Medicine; Descriptive statistics; Grading (engineering); Quality Score; Quality (philosophy); Psychology; Computer science; Statistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003787427,0.000101886,0.0001950063,0.0002427258,0.001111225,0.00007000184,0.0004954198,0.00008304256,0.008830846],"category_scores_gemma":[0.003399615,0.0001037508,0.0001345836,0.0002829045,0.0001349688,0.0004095582,0.00006946216,0.0008297675,0.00002673621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002360291,"about_ca_system_score_gemma":0.001890107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719667,"about_ca_topic_score_gemma":0.0001763206,"domain_scores_codex":[0.9961991,0.0009784402,0.0006328974,0.0001375677,0.001756343,0.0002956934],"domain_scores_gemma":[0.9963087,0.002016052,0.0009381719,0.0001271607,0.0004888609,0.0001209976],"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":[0.0008770114,0.00161139,0.3711762,0.00006253406,0.000393562,0.000008416831,0.07528197,0.0209492,0.0001703801,0.2473784,0.08386707,0.1982239],"study_design_scores_gemma":[0.001574769,0.0009225081,0.2882001,0.00004169258,0.00002915603,0.000005267462,0.025359,0.000733026,0.00006742487,0.01140063,0.6713543,0.0003121622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125335,0.0001361304,0.0003844203,0.03138793,0.01969769,0.0009320976,0.0001340909,0.00007501754,0.1347191],"genre_scores_gemma":[0.9937634,0.0003890434,0.0003560907,0.002846572,0.001337045,0.0005842875,0.0000400471,0.000007425318,0.0006761012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5874872,"threshold_uncertainty_score":0.9920752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2577715383947575,"score_gpt":0.5072468122241188,"score_spread":0.2494752738293613,"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."}}