{"id":"W4315647727","doi":"10.32384/jeahil18545","title":"Evidence-Based Information Group: year report 2022","year":2022,"lang":"en","type":"article","venue":"Journal of EAHIL","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority","funders":"","keywords":"Group (periodic table); Information retrieval; Computer science; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.02682363,0.004326427,0.01308537,0.04105501,0.001275802,0.01229938,0.004493524,0.01730468,0.1292567],"category_scores_gemma":[0.1408014,0.004054182,0.009240819,0.02912171,0.001043338,0.005261334,0.005466155,0.007189746,0.08747824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006599812,"about_ca_system_score_gemma":0.02397039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006869931,"about_ca_topic_score_gemma":0.0110439,"domain_scores_codex":[0.9687936,0.0047873,0.009248101,0.001254882,0.01403543,0.001880746],"domain_scores_gemma":[0.8811187,0.04038095,0.02604666,0.005777045,0.03918135,0.007495306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002703363,0.0002410435,0.0008235376,0.1088733,0.002326445,0.00008186385,0.00003841968,0.0004084997,0.0004020275,0.0009113175,0.8066373,0.07655287],"study_design_scores_gemma":[0.007704992,0.0009059027,0.0121038,0.1136342,0.007551209,0.0002137774,0.000063573,0.0006064504,0.001008538,0.003316672,0.852621,0.0002699404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001310278,0.1333525,0.005288851,0.0197325,0.04791794,0.02240312,0.726018,0.002287345,0.04168952],"genre_scores_gemma":[0.009699229,0.1982459,0.0211261,0.01935021,0.02001505,0.03495111,0.634083,0.001918997,0.06061038],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1292567,"threshold_uncertainty_score":0.4324065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7580362645326196,"score_gpt":0.5104833274352882,"score_spread":0.2475529370973314,"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."}}