{"id":"W4251018601","doi":"10.1111/j.1528-1167.2006.00650.x","title":"Introduction and Overview","year":2006,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Spell; Epilepsy; Gold standard (test); Electroencephalography; Documentation; Antiepileptic drug; Psychology; Medicine; Intensive care medicine; Epilepsy syndromes; Clinical trial; Psychiatry; Pediatrics; Computer science; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002080495,0.001191357,0.001261644,0.003161561,0.0006968304,0.003829161,0.001923032,0.002384405,0.3273594],"category_scores_gemma":[0.0130842,0.0004708761,0.001351168,0.002417979,0.0004784053,0.003357207,0.002044342,0.002504732,0.1873909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612773,"about_ca_system_score_gemma":0.004885616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069234,"about_ca_topic_score_gemma":0.003927119,"domain_scores_codex":[0.9987697,0.0002859811,0.0001783961,0.0002118963,0.000452504,0.0001015211],"domain_scores_gemma":[0.9960413,0.001376795,0.0003290403,0.0002515183,0.001566167,0.0004352193],"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":[0.00005627517,0.00002601488,0.0001698128,0.002666683,0.0000178443,0.00006738551,0.00006569441,0.00006298289,0.0001279756,0.002737897,0.845603,0.1483984],"study_design_scores_gemma":[0.000005685144,0.00001379863,0.000152153,0.001135624,0.00001005626,0.0001163687,0.00002232484,0.00000746798,0.00002237024,0.0006177537,0.9978926,0.000003898048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0012789,0.3693086,0.007511367,0.06179241,0.09185787,0.001359818,0.03424337,0.002984673,0.429663],"genre_scores_gemma":[0.00600165,0.4282167,0.01073238,0.05668747,0.04985041,0.001652196,0.03776966,0.001465483,0.4076241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3273594,"threshold_uncertainty_score":0.9594402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704193402798545,"score_gpt":0.2923127534423626,"score_spread":0.2752708194143772,"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."}}