{"id":"W4377944276","doi":"10.1002/cesm.12014","title":"Identifying important questions for Cochrane systematic reviews in Eyes and Vision: Report of a priority setting exercise","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":"National Institute for Health and Care Research; Health and Social Care Northern Ireland","keywords":"Systematic review; Medicine; MEDLINE; Psychology; Physical medicine and rehabilitation; Physical therapy; Optometry; Political 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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4645886,0.0004009439,0.007800897,0.0008136362,0.0002452171,0.0005504998,0.0007987921,0.0001448471,0.0002136558],"category_scores_gemma":[0.5504609,0.0002174706,0.001145482,0.002153701,0.0001548383,0.0005878063,0.0002410567,0.0001560322,0.00003221157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002836672,"about_ca_system_score_gemma":0.00009720674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003608297,"about_ca_topic_score_gemma":0.00003434795,"domain_scores_codex":[0.9551671,0.02207551,0.0177059,0.001718627,0.002855997,0.0004768697],"domain_scores_gemma":[0.8013481,0.1737426,0.01620429,0.006143358,0.002090937,0.0004706633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001031016,0.000204364,0.04757493,0.3797739,0.0004880106,0.000313266,0.0079518,0.00003705513,0.03263408,0.003195764,0.007359618,0.5203641],"study_design_scores_gemma":[0.0009633131,0.0003038185,0.1081767,0.717191,0.008940714,0.001335302,0.01345696,0.07977225,0.008781212,0.05087433,0.007818403,0.002386016],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.138901,0.6042725,0.2397054,0.002899496,0.0009884234,0.01288547,0.00003423936,0.00005920801,0.000254278],"genre_scores_gemma":[0.219921,0.120298,0.6534232,0.00008199334,0.000140641,0.003033902,0.000005708503,0.00006160056,0.003033981],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5179781,"threshold_uncertainty_score":0.8868194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5313047687086037,"score_gpt":0.6121845870479931,"score_spread":0.0808798183393894,"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."}}