{"id":"W3128641784","doi":"10.21203/rs.3.rs-66216/v2","title":"Seizure Detection and Tracking Through Portable Technologies: Protocol for a Systematic Review","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Protocol (science); Tracking (education); Computer science; Computer security; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04844419,0.006086844,0.02597001,0.0145674,0.003360993,0.007261334,0.004370527,0.005446678,0.08512837],"category_scores_gemma":[0.07021489,0.004900102,0.02009641,0.01191463,0.004357141,0.00852731,0.004451973,0.005271398,0.008820771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01421183,"about_ca_system_score_gemma":0.038337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005523749,"about_ca_topic_score_gemma":0.01229946,"domain_scores_codex":[0.9716306,0.009895265,0.009842019,0.003032019,0.004202843,0.001397322],"domain_scores_gemma":[0.9583167,0.01438924,0.01048876,0.003779299,0.01176941,0.001256652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002993524,0.0001532733,0.000504542,0.9619089,0.003799684,0.0003076702,0.0007908469,0.0005151266,0.0009705152,0.002154867,0.01328649,0.01261452],"study_design_scores_gemma":[0.02628071,0.001512819,0.00601483,0.8015843,0.02382899,0.0006218429,0.002031399,0.001444223,0.002536509,0.008685627,0.1248771,0.0005815473],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007887278,0.004358985,0.001911799,0.0005299698,0.0004393382,0.9829071,0.008318729,0.0001542678,0.0005909873],"genre_scores_gemma":[0.0007226248,0.001455651,0.002358429,0.0002643758,0.00003778108,0.9940605,0.0006207828,0.00001792558,0.0004619258],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08512837,"threshold_uncertainty_score":0.2847828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2351855601658197,"score_gpt":0.5473427840338166,"score_spread":0.3121572238679969,"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."}}