{"id":"W2013661252","doi":"10.1016/j.yebeh.2011.10.020","title":"Epilepsy in the Twitter era: A need to re-tweet the way we think about seizures","year":2011,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Popularity; Social media; The Internet; Internet privacy; Epilepsy; Psychology; Stigma (botany); Advertising; Medicine; World Wide Web; Computer science; Business; Psychiatry; Social psychology","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":[0.004291102,0.0004470631,0.0004614572,0.001981433,0.002429682,0.007444615,0.0009078952,0.00389199,0.01823546],"category_scores_gemma":[0.02996553,0.0003414592,0.0004527416,0.0014871,0.001892351,0.01432019,0.002561291,0.00564521,0.005504685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056667,"about_ca_system_score_gemma":0.001863089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025416,"about_ca_topic_score_gemma":0.009429691,"domain_scores_codex":[0.9977266,0.001289967,0.0001448732,0.000161713,0.0004389703,0.0002377857],"domain_scores_gemma":[0.9707091,0.01639296,0.003761599,0.001432158,0.003998943,0.003705135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003636114,0.0003429591,0.1110997,0.001103033,0.0002108735,0.0008835611,0.0375126,0.0006865096,0.005276727,0.01967368,0.3633703,0.4594764],"study_design_scores_gemma":[0.00006767112,0.000252421,0.08907456,0.001281554,0.0001536582,0.001596833,0.09109452,0.004273249,0.001819216,0.0463302,0.7637258,0.0003301758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09167307,0.007189394,0.008689689,0.8247478,0.007904224,0.0001340028,0.001377761,0.0008637187,0.0574204],"genre_scores_gemma":[0.7738326,0.01848806,0.01727866,0.1395584,0.01864002,0.000263698,0.001542288,0.0007887838,0.02960763],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01823546,"threshold_uncertainty_score":0.06100374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145807289477788,"score_gpt":0.3898116110075246,"score_spread":0.2440043215297367,"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."}}