{"id":"W3047949250","doi":"","title":"CHARACTERIZING DRUG-RESISTANCE IN ADULTS WITH NEW-ONSET EPILEPSY","year":2020,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Drug Resistant Epilepsy; Medicine; Drug resistance; Psychology; Psychiatry; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007261525,0.0001640556,0.0002487468,0.0008174957,0.0001723123,0.0004087238,0.0002389034,0.0002546891,0.00144186],"category_scores_gemma":[0.003016258,0.00008599876,0.0003110779,0.0006824792,0.0001640036,0.0004669896,0.0003766571,0.0003052607,0.0002078007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748239,"about_ca_system_score_gemma":0.0003321714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265161,"about_ca_topic_score_gemma":0.007878901,"domain_scores_codex":[0.9995003,0.00008436435,0.0001456567,0.0000804312,0.000116916,0.00007240116],"domain_scores_gemma":[0.9974288,0.0003201802,0.001714414,0.00008685601,0.0002900664,0.0001595765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001310413,0.000005261593,0.9987804,0.000009134663,0.000008893418,0.00008195052,0.00002802269,0.000009935357,0.0000628189,0.000004872476,0.00004839491,0.000947343],"study_design_scores_gemma":[0.000002200519,0.00003847581,0.9980982,0.00001696442,0.00001047166,0.001369113,0.0001381606,0.00004689148,0.00006633843,0.000008990054,0.0002025396,0.000001731355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972889,0.0008264105,0.0001294569,0.000116163,0.000005816914,0.00002316435,0.0006225056,0.0000055984,0.0009820375],"genre_scores_gemma":[0.9987289,0.0004524184,0.0001244574,0.00007515033,0.000008478441,0.00001068811,0.0004956848,0.000001851225,0.0001022828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004265161,"threshold_uncertainty_score":0.008480668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006686755917750026,"score_gpt":0.1896942844156587,"score_spread":0.1830075284979087,"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."}}