{"id":"W1969396793","doi":"10.1016/j.yebeh.2010.02.004","title":"YouTube: A gauge of public perception and awareness surrounding epilepsy","year":2010,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Misinformation; Epilepsy; Empathy; Psychology; Perception; The Internet; Stigma (botany); Internet privacy; Psychiatry; Computer science; World Wide Web; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009187287,0.000203769,0.0001828177,0.00284802,0.000635223,0.001237601,0.0002158873,0.0007029196,0.007351217],"category_scores_gemma":[0.01171382,0.0001178884,0.000124236,0.001758595,0.0002941713,0.00193644,0.001157077,0.0006605705,0.001881057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007349902,"about_ca_system_score_gemma":0.000524153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148812,"about_ca_topic_score_gemma":0.02751707,"domain_scores_codex":[0.9993395,0.0001825779,0.00009510459,0.00005020989,0.0002409089,0.00009173497],"domain_scores_gemma":[0.9851629,0.00500112,0.004883206,0.0002823164,0.002821051,0.001849446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005305057,0.0002658778,0.8942558,0.0004542033,0.0001154256,0.0004878916,0.008089288,0.000272585,0.001303907,0.001042095,0.05151349,0.04166887],"study_design_scores_gemma":[0.00002345669,0.0002978608,0.9577265,0.0001593662,0.00005323904,0.0004149533,0.01512325,0.001637471,0.0006125805,0.0002425523,0.02365299,0.00005566999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337221,0.0004895536,0.0002839568,0.002866942,0.0001311584,0.000142738,0.02337085,0.0001355651,0.03885718],"genre_scores_gemma":[0.9833484,0.0006347414,0.0006188544,0.0004822176,0.000211255,0.0001472449,0.009462961,0.00003418925,0.005060079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0148812,"threshold_uncertainty_score":0.02958918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0484735739469623,"score_gpt":0.3440767217449979,"score_spread":0.2956031477980356,"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."}}