{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7136477,0.006406941,0.01157799,0.03410809,0.008135937,0.01808246,0.009441042,0.02408473,0.02185865],"category_scores_gemma":[0.8494388,0.00935822,0.02282197,0.0308371,0.009856713,0.02316617,0.02431676,0.01510241,0.005370174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02790633,"about_ca_system_score_gemma":0.09476158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003926852,"about_ca_topic_score_gemma":0.006528107,"domain_scores_codex":[0.1984463,0.4981132,0.2375509,0.01227656,0.04654775,0.007065322],"domain_scores_gemma":[0.09567869,0.7229946,0.08002611,0.02685289,0.06790738,0.006540373],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003294168,0.0006795559,0.005818765,0.5598639,0.004366299,0.001250059,0.03038256,0.00309944,0.002403615,0.01891227,0.1005238,0.2694056],"study_design_scores_gemma":[0.008066096,0.00112233,0.008703301,0.5924245,0.006786836,0.001137856,0.0108089,0.006077784,0.003740088,0.06021848,0.2998345,0.001079441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01296497,0.02789006,0.1328343,0.1101956,0.0086354,0.6818375,0.01221766,0.002539229,0.01088521],"genre_scores_gemma":[0.02093251,0.005373394,0.421234,0.01446559,0.0009720374,0.533547,0.002027367,0.0003156718,0.001132494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2863523,"threshold_uncertainty_score":0.3531234,"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."}}