{"id":"W6961435283","doi":"10.1371/journal.pone.0306175.s004","title":"Search Strategy.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion and exclusion criteria; Inclusion (mineral); Subject (documents); MEDLINE; Data extraction; Epilepsy; Test (biology); Randomized controlled trial","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01311483,0.003856074,0.01346291,0.03661513,0.001815186,0.005161763,0.005325429,0.004420015,0.4275507],"category_scores_gemma":[0.05015259,0.002173618,0.005304201,0.02849589,0.001383054,0.00528403,0.004759194,0.003248737,0.06929973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01022325,"about_ca_system_score_gemma":0.02510211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295966,"about_ca_topic_score_gemma":0.01582005,"domain_scores_codex":[0.9884016,0.002972586,0.005901305,0.001191423,0.0009977608,0.0005353234],"domain_scores_gemma":[0.9746415,0.01430183,0.003915711,0.000948026,0.00516326,0.00102965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001530045,0.00009915889,0.0005452257,0.6995055,0.001044577,0.0003602536,0.0006882364,0.0004139797,0.0003990416,0.003333815,0.2392647,0.05281545],"study_design_scores_gemma":[0.00534499,0.0004806166,0.002396033,0.4092911,0.003009771,0.0004428657,0.001068332,0.0007045634,0.0004436249,0.006935981,0.5696445,0.0002376898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.00192511,0.0338713,0.006809222,0.006133664,0.001542666,0.2375429,0.6732349,0.001977218,0.03696313],"genre_scores_gemma":[0.006649578,0.03920612,0.02146053,0.007564359,0.0005229189,0.8017071,0.08940011,0.001138035,0.0323512],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5724493,"threshold_uncertainty_score":0.8165295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09624281696793416,"score_gpt":0.3473071582571964,"score_spread":0.2510643412892622,"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."}}