{"id":"W2070111960","doi":"10.2165/11531510-000000000-00000","title":"We Know Accurately Only When We Know Little","year":2010,"lang":"en","type":"editorial","venue":"PharmacoEconomics","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Provincial Health Services Authority; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Need to know; Quality of Life Research; Health economics; Public health; Health administration; Medicine; Actuarial science; Business; Computer science; Nursing","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","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.07118274,0.001252755,0.008236649,0.0008349982,0.0002888727,0.003995524,0.008228522,0.001291848,0.08997855],"category_scores_gemma":[0.02658883,0.0007704083,0.00445556,0.0005003643,0.0001524359,0.0007771035,0.0007566236,0.00252678,0.07963752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251214,"about_ca_system_score_gemma":0.001520072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004373109,"about_ca_topic_score_gemma":0.000337214,"domain_scores_codex":[0.9725447,0.004972556,0.01436937,0.002895236,0.004400618,0.0008174834],"domain_scores_gemma":[0.9593631,0.01904106,0.01329449,0.005621289,0.001951915,0.0007281288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001771846,0.00005623798,0.00003515015,0.0001211222,0.0005061566,0.000006460751,0.0002919023,0.00002028356,0.0000366918,0.0001410146,0.8515151,0.1472521],"study_design_scores_gemma":[0.0004954535,0.00002615836,0.000002749103,0.000104695,0.0008170977,0.000006824992,0.00009511368,0.002405136,0.00007024063,0.004572699,0.9906379,0.0007659512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003408048,0.02597559,0.000546939,0.004257908,0.9473569,0.001287148,0.001340193,0.00003592602,0.0188586],"genre_scores_gemma":[0.00008930884,0.03467363,0.002639308,0.0004197036,0.7417246,0.0001214651,0.0002471705,0.0001410788,0.2199438],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2056324,"threshold_uncertainty_score":0.9997745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5312092419018025,"score_gpt":0.5345524901447978,"score_spread":0.003343248242995256,"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."}}