{"id":"W2994597210","doi":"","title":"Health Research Evaluation Frameworks: An International Comparison","year":2008,"lang":"en","type":"article","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007139388,0.000100542,0.0002893327,0.0002782546,0.002107978,0.000009426022,0.0003649775,0.0003331661,0.006871112],"category_scores_gemma":[0.0006849673,0.00008650169,0.00003827738,0.0003140018,0.00008225937,0.0003829778,0.0001397404,0.002299251,0.001381799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001805137,"about_ca_system_score_gemma":0.005197112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002181875,"about_ca_topic_score_gemma":0.001778609,"domain_scores_codex":[0.9942409,0.002559423,0.0007268057,0.000324453,0.001404998,0.0007434094],"domain_scores_gemma":[0.9969836,0.0008864028,0.0001641442,0.0004681735,0.001161473,0.0003362093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006030619,0.0001434896,0.3126796,0.0000435474,0.0000115447,0.000001748234,0.006701954,0.00001139864,0.000004478511,0.007993821,0.6388332,0.03351501],"study_design_scores_gemma":[0.0009889331,0.0002528391,0.5450515,0.00005329284,0.000003114361,0.000003648389,0.003684331,0.003705373,0.000004162115,0.002906717,0.4432158,0.0001303709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3384535,0.0007861182,0.003032978,0.187435,0.004934982,0.002832158,0.00002232405,0.000424817,0.4620781],"genre_scores_gemma":[0.9342454,0.0005672072,0.004653845,0.05324705,0.001205671,0.0002459612,0.0002243833,0.00002464511,0.005585812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5957919,"threshold_uncertainty_score":0.9993957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6119621194821327,"score_gpt":0.6734176688073141,"score_spread":0.06145554932518138,"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."}}