{"id":"W6920686357","doi":"10.6084/m9.figshare.12198735","title":"Additional file 1 of How are systematic reviews of prevalence conducted? A methodological study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Systematic review; Systematic error; MEDLINE; Data collection","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","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00848073,0.001729843,0.003175682,0.009891225,0.0009239963,0.002350907,0.002162785,0.001920637,0.8741177],"category_scores_gemma":[0.1382542,0.001204513,0.002882645,0.01325562,0.0004547057,0.004137169,0.002039832,0.001350611,0.0754189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002868018,"about_ca_system_score_gemma":0.006396501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005899061,"about_ca_topic_score_gemma":0.01250229,"domain_scores_codex":[0.9950943,0.00141552,0.002011732,0.0005805725,0.0006203842,0.0002774384],"domain_scores_gemma":[0.7977801,0.1729171,0.01292912,0.003275544,0.01190515,0.001193023],"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":[0.001311014,0.0001271978,0.002050814,0.1774329,0.0006620946,0.00009495601,0.0002063302,0.0006226412,0.0001643899,0.002732955,0.7917268,0.02286794],"study_design_scores_gemma":[0.0264027,0.0007827629,0.02365914,0.1153997,0.004543308,0.0007346025,0.0008734235,0.002565482,0.001034064,0.0223959,0.8012398,0.0003691521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001969782,0.0002640306,0.0004689392,0.0002609933,0.00006013023,0.001000456,0.9963476,0.0001899466,0.001210888],"genre_scores_gemma":[0.01975253,0.003623842,0.02915807,0.003137709,0.0007361419,0.07563937,0.8394079,0.001387943,0.02715643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968243,"threshold_uncertainty_score":0.1795557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9568249611662804,"score_gpt":0.5667010751009776,"score_spread":0.3901238860653028,"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."}}