{"id":"W4200302821","doi":"10.21860/medflum2021_264903","title":"Pravila PRISMA 2020.","year":2021,"lang":"hr","type":"article","venue":"Medicina Fluminensis","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St. Michael's Hospital; McMaster University; Queen's University; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Physics","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","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.09758167,0.0008654005,0.00845946,0.0003711267,0.0003532732,0.001134246,0.002259697,0.0004006877,0.187049],"category_scores_gemma":[0.1230397,0.0004758631,0.003822975,0.004963558,0.0003299884,0.0002730351,0.0005669181,0.0006233743,0.04236301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000996824,"about_ca_system_score_gemma":0.0006604129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005004989,"about_ca_topic_score_gemma":0.00009748399,"domain_scores_codex":[0.9516869,0.01610014,0.01584724,0.002838887,0.01262613,0.000900675],"domain_scores_gemma":[0.9728238,0.006171837,0.005798326,0.009709798,0.004645898,0.0008503546],"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":[0.000007479978,0.0001803307,0.006727883,0.0002531422,0.0007489785,0.001271141,0.002711538,0.000005087525,0.001027463,0.0005545092,0.9085526,0.07795977],"study_design_scores_gemma":[0.0005832839,0.000109163,0.01341001,0.0003911379,0.002300372,0.0004471089,0.008422324,0.004182674,0.000700496,0.0006597061,0.9682661,0.0005276127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5048173,0.1288425,0.0132767,0.1162136,0.01494703,0.003300207,0.0001754217,0.00005854682,0.2183687],"genre_scores_gemma":[0.5415633,0.001815933,0.00841623,0.006033838,0.002022958,0.00001635068,0.00009379475,0.00007603021,0.4399615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2215928,"threshold_uncertainty_score":0.9999027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5830343000129636,"score_gpt":0.4957050675651339,"score_spread":0.08732923244782975,"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."}}