{"id":"W6939401962","doi":"10.6084/m9.figshare.12198747.v1","title":"Additional file 3 of How are systematic reviews of prevalence conducted? A methodological study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Systematic review; Data extraction; Systematic error; Data collection; MEDLINE","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01590365,0.001799351,0.003258392,0.01216646,0.001404524,0.003452482,0.002538253,0.002124238,0.8331316],"category_scores_gemma":[0.2024365,0.001467674,0.003326411,0.01543059,0.000734945,0.004636561,0.002593807,0.001472463,0.06164667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004280718,"about_ca_system_score_gemma":0.0100984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008711842,"about_ca_topic_score_gemma":0.01634046,"domain_scores_codex":[0.9900283,0.002852357,0.004164638,0.001120723,0.001296018,0.0005380419],"domain_scores_gemma":[0.718524,0.244105,0.01360799,0.00589714,0.01642258,0.001443256],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001002301,0.00009423623,0.002176006,0.1844037,0.0006515969,0.0001120716,0.0005068364,0.0007220889,0.0002059915,0.004108459,0.789426,0.01659056],"study_design_scores_gemma":[0.01613277,0.0004238191,0.01927448,0.1026218,0.00296177,0.0004249709,0.001435843,0.001776299,0.00112299,0.02379086,0.8296421,0.0003922853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001942497,0.0001433269,0.0007263974,0.0002659546,0.00005345708,0.001616686,0.9956403,0.0002420076,0.001117745],"genre_scores_gemma":[0.01974302,0.001862449,0.04135058,0.003431212,0.0004066045,0.1771987,0.7265034,0.002451244,0.02705277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9840963,"threshold_uncertainty_score":0.2380175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3881933992055264,"score_gpt":0.3284026604771794,"score_spread":0.059790738728347,"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."}}