{"id":"W2317742264","doi":"10.1055/s-2006-945913","title":"PREDICTING OUTCOME OF CHILDHOOD ABSENCE SEIZURES","year":2006,"lang":"en","type":"article","venue":"Neuropediatrics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Pediatrics; Outcome (game theory); Epilepsy; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.000108915,0.00009990998,0.0001902044,0.0001152748,0.00004286845,0.000008780826,0.00007416322,0.00003791186,0.00003386446],"category_scores_gemma":[0.0002776572,0.00007706061,0.00008179007,0.0003157884,0.0000361571,0.00003980342,0.00004920412,0.0001813825,0.00005082883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000184961,"about_ca_system_score_gemma":0.00006031108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290689,"about_ca_topic_score_gemma":0.000007155104,"domain_scores_codex":[0.9988625,0.00003043174,0.0002897634,0.0001853674,0.0003968484,0.0002351016],"domain_scores_gemma":[0.9993583,0.0001132767,0.00008319411,0.0002438109,0.00009554603,0.0001058753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002254389,0.0003159655,0.9969063,0.00005923989,0.000009138043,0.0002420915,0.00001754192,0.00001958507,0.0001879259,0.00009152142,0.001010864,0.001117319],"study_design_scores_gemma":[0.0007474541,0.0004152332,0.9964958,0.00000894424,0.0000619635,0.00006167043,0.000008143549,0.00006638088,0.0007670468,0.00004841357,0.001261575,0.00005731732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822273,0.0004819509,0.00002679175,0.000218665,0.00009914517,0.0002428778,0.00001816851,0.00006675132,0.01661835],"genre_scores_gemma":[0.99779,0.000177235,0.000490633,0.00009712364,0.0004872876,0.000005535183,0.00001485341,0.00002025386,0.0009170976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570125,"threshold_uncertainty_score":0.3142441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687924607331776,"score_gpt":0.2804884965144965,"score_spread":0.2636092504411788,"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."}}