{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.08460021,0.004674668,0.01598596,0.02314282,0.001898772,0.021488,0.01103306,0.01032797,0.3053063],"category_scores_gemma":[0.3175212,0.007836509,0.01393965,0.0256051,0.004997376,0.009979466,0.009232236,0.01555052,0.08197484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005839022,"about_ca_system_score_gemma":0.04493609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005645724,"about_ca_topic_score_gemma":0.004755854,"domain_scores_codex":[0.8551784,0.07917082,0.02959533,0.01357134,0.01979916,0.002684983],"domain_scores_gemma":[0.6786808,0.2370884,0.03652693,0.01967322,0.02311116,0.004919505],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001630943,0.000110061,0.0009325866,0.3392988,0.008148171,0.0003751401,0.0009251029,0.002674933,0.0006062644,0.01671067,0.5830641,0.04552315],"study_design_scores_gemma":[0.007298019,0.0003195102,0.004190944,0.1199535,0.006692024,0.0009634846,0.001108443,0.008844143,0.001861025,0.07338772,0.7744731,0.0009081517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001781738,0.02951483,0.08433171,0.04195661,0.04227593,0.0489698,0.6544471,0.0793688,0.01735336],"genre_scores_gemma":[0.02313141,0.01904689,0.3711741,0.01505524,0.003705787,0.4441833,0.07302871,0.02003261,0.030642],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9153998,"threshold_uncertainty_score":0.9908962,"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."}}