{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.173589,0.0001086112,0.001334248,0.0005895562,0.0001847426,0.0004759563,0.001332292,0.00002448334,0.03660574],"category_scores_gemma":[0.04252748,0.00005477552,0.001489099,0.00119519,0.00001844563,0.001196442,0.0001160575,0.0002957059,0.0006677954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008609298,"about_ca_system_score_gemma":0.0002027163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004036451,"about_ca_topic_score_gemma":0.000001440964,"domain_scores_codex":[0.9753572,0.004763417,0.01010936,0.0001892049,0.009448909,0.0001318665],"domain_scores_gemma":[0.9819025,0.001908155,0.01339455,0.001345319,0.001334094,0.0001154206],"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":[0.00006353723,0.00008428589,0.04303241,0.00002868554,0.0001734443,0.0002186673,0.0005284328,0.004118139,0.0001524054,0.001039508,0.9175352,0.03302522],"study_design_scores_gemma":[0.0002400147,0.0002107571,0.01531517,0.00004277687,0.0001346303,0.000646625,0.00123619,0.00230786,0.00001418692,0.002114597,0.9776416,0.00009561805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175028,0.008139242,0.112954,0.02111103,0.006899219,0.001222229,0.00003630486,0.00001190467,0.0321233],"genre_scores_gemma":[0.990008,0.00003310697,0.004263868,0.001286278,0.000205267,0.00001064025,0.00000458399,0.000005396249,0.004182851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1725052,"threshold_uncertainty_score":0.9655377,"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."}}