{"id":"W4361005671","doi":"10.1002/cesm.12004","title":"Criteria adherence and citation impact of urologic Cochrane review co‐publications","year":2023,"lang":"en","type":"article","venue":"Cochrane Evidence Synthesis and Methods","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Citation; Medicine; Library science; Computer science","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","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3604584,0.003032737,0.01278817,0.1065468,0.004709729,0.01449702,0.009040575,0.00754251,0.01137925],"category_scores_gemma":[0.7862775,0.002186226,0.01412027,0.1105741,0.006622068,0.01042617,0.01497263,0.003221626,0.002197479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00766845,"about_ca_system_score_gemma":0.02779401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003952669,"about_ca_topic_score_gemma":0.005352729,"domain_scores_codex":[0.2683369,0.1539893,0.4482034,0.0149927,0.1094412,0.005036539],"domain_scores_gemma":[0.1061166,0.4914984,0.28281,0.03391314,0.08112669,0.004535181],"domain_codex":"reporting","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.004602512,0.0003809393,0.2371368,0.4772474,0.02200671,0.001937771,0.01180271,0.002378484,0.00103535,0.01422525,0.02804752,0.1991985],"study_design_scores_gemma":[0.003989591,0.001836135,0.3696997,0.3267301,0.03248143,0.008035344,0.008810146,0.01116803,0.004068993,0.05769933,0.1737906,0.001690595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1742107,0.3102072,0.09278551,0.02462977,0.006818793,0.1956056,0.1142269,0.002513009,0.07900246],"genre_scores_gemma":[0.5431831,0.03975054,0.1331972,0.003499302,0.002111438,0.2516864,0.02360057,0.0006880172,0.002283474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8934532,"threshold_uncertainty_score":0.7886686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7321982291845751,"score_gpt":0.6550045772886633,"score_spread":0.07719365189591176,"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."}}