{"id":"W1973951229","doi":"10.1111/epi.12168","title":"<i>SCN1A</i> testing for epilepsy: Application in clinical practice","year":2013,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Dravet syndrome; Status epilepticus; Genetic testing; Epilepsy; Medicine; Pediatrics; Epilepsy syndromes; Vigabatrin; Neuroscience; Bioinformatics; Psychology; Psychiatry; Anticonvulsant; Internal medicine; Biology","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":[0.004926974,0.0007690914,0.000666333,0.002590862,0.0005504322,0.002087018,0.001346369,0.002954743,0.03024503],"category_scores_gemma":[0.03778347,0.0003539532,0.0005199753,0.001668666,0.0009690163,0.002424869,0.00191847,0.003254062,0.03469309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126518,"about_ca_system_score_gemma":0.002724814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004384082,"about_ca_topic_score_gemma":0.005584873,"domain_scores_codex":[0.9960967,0.001378711,0.0009575781,0.0002967381,0.001116416,0.0001539483],"domain_scores_gemma":[0.9770293,0.008631878,0.002300359,0.0008868873,0.008963867,0.00218783],"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":[0.00003118812,0.00004343363,0.002266575,0.0005110493,0.000009277163,0.0007590852,0.0001438346,0.0001918196,0.0004282533,0.001152667,0.756694,0.2377687],"study_design_scores_gemma":[0.00007329368,0.000127301,0.00999039,0.007208172,0.00002727816,0.006520343,0.0004070639,0.001161402,0.000693892,0.006748969,0.9669584,0.00008359695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006780851,0.06241861,0.07884179,0.4140929,0.02407493,0.002258498,0.006198262,0.01341848,0.3919157],"genre_scores_gemma":[0.07154708,0.1421489,0.2977021,0.3400045,0.04306046,0.004310184,0.01247399,0.005385765,0.08336715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03024503,"threshold_uncertainty_score":0.1011797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0580246789466819,"score_gpt":0.4007659543113113,"score_spread":0.3427412753646294,"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."}}