{"id":"W4405273450","doi":"10.2196/60033","title":"Quality of Pancreatic Neuroendocrine Tumor Videos Available on TikTok and Bilibili: Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Dissemination; Pancreatic neuroendocrine tumor; Neuroendocrine tumors; Computer science; Quality (philosophy); Medicine; Multimedia; Data science; Internal medicine; Telecommunications","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":[0.002119851,0.0002537257,0.0002398977,0.005196862,0.000331283,0.001056863,0.0002327925,0.0002245381,0.002156788],"category_scores_gemma":[0.01439945,0.000090555,0.0003526006,0.002313299,0.0003275637,0.001385401,0.0009611566,0.0002822581,0.0002558125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050544,"about_ca_system_score_gemma":0.0005908887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004229093,"about_ca_topic_score_gemma":0.005034694,"domain_scores_codex":[0.9988756,0.0003005374,0.0001665435,0.0001082672,0.0004269147,0.0001221446],"domain_scores_gemma":[0.9922531,0.00262767,0.00210501,0.0001815577,0.002254255,0.0005783032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002428867,0.0003220404,0.6609717,0.002713641,0.0002372387,0.00126008,0.01448877,0.0007507338,0.01132926,0.0006317217,0.004946232,0.2999197],"study_design_scores_gemma":[0.00002464706,0.0006643258,0.9656447,0.0005608854,0.0001592241,0.0009085446,0.01572155,0.002070045,0.003773229,0.0002201063,0.01018177,0.00007090103],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902825,0.0008499225,0.0009550073,0.0001832286,0.00004300423,0.0003426429,0.002567861,0.00004255615,0.004733295],"genre_scores_gemma":[0.9925907,0.0008817239,0.002710484,0.0000533358,0.00003822342,0.0001951925,0.002249051,0.00001983587,0.001261488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005196862,"threshold_uncertainty_score":0.01121098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2989515059135624,"score_gpt":0.5726663302572271,"score_spread":0.2737148243436647,"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."}}