{"id":"W1996002486","doi":"10.1111/dmcn.12154","title":"Identifying early markers for future school achievement in children with early‐onset epilepsy","year":2013,"lang":"en","type":"letter","venue":"Developmental Medicine & Child Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Epilepsy; Psychology; Pediatrics; Developmental psychology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003747453,0.0007540107,0.001497924,0.0009670357,0.002370924,0.001691136,0.00178736,0.02288499,0.002969506],"category_scores_gemma":[0.03639667,0.0004280493,0.0008454682,0.001133544,0.001385267,0.002584336,0.001011378,0.0191066,0.002480821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377591,"about_ca_system_score_gemma":0.003771726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02086352,"about_ca_topic_score_gemma":0.02921859,"domain_scores_codex":[0.9961525,0.001589247,0.0006206838,0.0003815693,0.0008513829,0.0004045478],"domain_scores_gemma":[0.9820033,0.01236664,0.0009438731,0.0003219931,0.003192552,0.001171634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001208099,0.00005078269,0.008099677,0.0001249237,0.00003110163,0.002076165,0.000270264,0.00007249402,0.0001677949,0.001175306,0.9612265,0.02658417],"study_design_scores_gemma":[0.0007041609,0.0005209352,0.04557829,0.004761282,0.000361622,0.0186375,0.002940253,0.00178,0.001170303,0.02385093,0.8994079,0.000286833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001355703,0.002633873,0.00009356216,0.9854655,0.008836123,0.00000668163,0.0001476095,0.00002124819,0.001439836],"genre_scores_gemma":[0.02033554,0.005751631,0.0005092032,0.9171277,0.05235527,0.00007984085,0.0002261744,0.00003366711,0.00358104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02288499,"threshold_uncertainty_score":0.04148418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502276946030336,"score_gpt":0.2623568966862087,"score_spread":0.2473341272259053,"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."}}