{"id":"W1992439693","doi":"10.4103/2152-7806.132140","title":"Epilepsy needs to be talked about, who wants to go first? I do!","year":2014,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury Alberta","funders":"","keywords":"Medicine; Epilepsy; Internet privacy; Data science; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001352848,0.0007112121,0.0008383596,0.000629028,0.004179218,0.003098056,0.000707432,0.005113591,0.08407082],"category_scores_gemma":[0.00937571,0.0003511049,0.0007166209,0.0003707846,0.002008296,0.005127819,0.002606181,0.007839071,0.0617657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566611,"about_ca_system_score_gemma":0.002152624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007546905,"about_ca_topic_score_gemma":0.01593048,"domain_scores_codex":[0.9991018,0.00028786,0.00005152792,0.00008523077,0.000174316,0.0002992787],"domain_scores_gemma":[0.9955071,0.0004357556,0.0002778769,0.0000815008,0.0007202905,0.002977344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000566722,0.00005872735,0.001247973,0.0001671416,0.00001116314,0.0009747565,0.002376473,0.00001152387,0.0002685865,0.0006136595,0.9587696,0.03544377],"study_design_scores_gemma":[0.00003437914,0.0001102063,0.002729288,0.001216702,0.00002513647,0.003855858,0.01758699,0.00003137888,0.0001814412,0.001925068,0.972223,0.0000805702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00488482,0.0150732,0.001105552,0.854538,0.04156228,0.00008454573,0.0002855817,0.0007485534,0.08171746],"genre_scores_gemma":[0.05412276,0.03778553,0.003069103,0.6108134,0.01981224,0.0002231012,0.0004553964,0.0007168811,0.2730016],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08407082,"threshold_uncertainty_score":0.2812449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762666833591689,"score_gpt":0.3077180443822771,"score_spread":0.2900913760463602,"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."}}