{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002892062,0.0002283502,0.0002788617,0.0001500284,0.000985007,0.0001342758,0.001235808,0.0002618503,0.001306031],"category_scores_gemma":[0.001700634,0.0001499017,0.0001273043,0.001086044,0.0004135424,0.0002312358,0.00007341302,0.0007011876,0.0005326483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989421,"about_ca_system_score_gemma":0.0004512582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03699029,"about_ca_topic_score_gemma":0.01589598,"domain_scores_codex":[0.996014,0.001268193,0.0005322677,0.0004146169,0.0008314819,0.0009394543],"domain_scores_gemma":[0.9971349,0.001566635,0.0001874638,0.00068805,0.000141511,0.0002814757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002538745,0.0002532886,0.2900434,0.000005881124,0.000004573631,0.0000164089,0.6531088,2.519933e-7,0.0000261872,0.002214124,0.02835544,0.02594621],"study_design_scores_gemma":[0.0001726471,0.00008276738,0.8174596,0.00004331983,0.00004550397,0.000001800644,0.07396153,6.133194e-7,0.00003732461,0.000698198,0.1073058,0.0001909345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342213,0.0003053034,0.000007281595,0.0473686,0.005803629,0.003736705,0.000009205647,0.00010952,0.008438443],"genre_scores_gemma":[0.9863401,0.0001650713,0.0005734515,0.00607683,0.002051598,0.004337082,0.000006312045,0.0000345061,0.000415038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5791473,"threshold_uncertainty_score":0.9996069,"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."}}