{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1856662,0.0003073807,0.003579356,0.000567468,0.0001761373,0.000412742,0.0009459995,0.0001048082,0.009736031],"category_scores_gemma":[0.3587103,0.0001564661,0.0009461033,0.002875386,0.0002441834,0.0005475315,0.0001356303,0.0001236893,0.0002967552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001681385,"about_ca_system_score_gemma":0.0001035317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003201367,"about_ca_topic_score_gemma":0.000003302647,"domain_scores_codex":[0.9709796,0.02013033,0.005258072,0.001075486,0.00224994,0.0003065531],"domain_scores_gemma":[0.9096756,0.08029837,0.00418167,0.003350985,0.002147959,0.0003453971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003271487,0.00006577558,0.02627327,0.00554189,0.0003831091,0.000004893024,0.00078202,0.00001558766,0.03053208,0.001980213,0.1207481,0.8136404],"study_design_scores_gemma":[0.0003770191,0.0007840144,0.8960783,0.02090023,0.003290197,0.000180901,0.001081384,0.02127188,0.003557978,0.02627212,0.02496121,0.001244751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2858153,0.5933985,0.09757805,0.01303139,0.0004431042,0.003386158,0.0001349105,0.00009444317,0.006118234],"genre_scores_gemma":[0.6316758,0.2545839,0.1096632,0.0005036873,0.00008855324,0.0004700225,0.00001360932,0.0000295102,0.002971728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.869805,"threshold_uncertainty_score":0.9911692,"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."}}