{"id":"W6920693418","doi":"10.6084/m9.figshare.19802435.v1","title":"Additional file 4 of Data-sharing and re-analysis for main studies assessed by the European Medicines Agency—a cross-sectional study on European Public Assessment Reports","year":2022,"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":"Ottawa Hospital","funders":"","keywords":"Table (database); European union; Risk assessment; Public health; Conformity assessment; Quality assessment","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":[0.01054232,0.001892238,0.00295222,0.01056664,0.001120439,0.003338037,0.002561899,0.002168237,0.8866129],"category_scores_gemma":[0.1534455,0.001264722,0.003642114,0.01307069,0.0005810454,0.003467511,0.002557617,0.001528131,0.1056917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248347,"about_ca_system_score_gemma":0.00523445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006700996,"about_ca_topic_score_gemma":0.01152429,"domain_scores_codex":[0.9930449,0.001757148,0.002711945,0.001007258,0.0009169455,0.0005617334],"domain_scores_gemma":[0.8033738,0.1648833,0.01078675,0.008007798,0.01154386,0.001404573],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00100909,0.0001089353,0.002708321,0.04475898,0.0007171631,0.00009965549,0.00015387,0.0008302624,0.0001936577,0.002101348,0.9346906,0.0126281],"study_design_scores_gemma":[0.02049546,0.0004988379,0.02788863,0.03518466,0.002647362,0.000540196,0.0007575151,0.002708931,0.001156152,0.02498838,0.8827353,0.0003985977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001529917,0.00005960415,0.0004028319,0.0001424706,0.00004174542,0.0004349226,0.9977232,0.0002634055,0.0007788525],"genre_scores_gemma":[0.01537841,0.0006885124,0.01564614,0.001974167,0.0003504605,0.03457885,0.9084895,0.002265686,0.02062826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894577,"threshold_uncertainty_score":0.1617329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8660756220092076,"score_gpt":0.5661785532200986,"score_spread":0.299897068789109,"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."}}