{"id":"W4256510035","doi":"10.1007/978-0-387-39940-9_2199","title":"Clinical Research Chart","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chart; Computer science; Mathematics; Statistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01028707,0.00039395,0.001471873,0.0004709548,0.00007916903,0.00002244264,0.0003383079,0.0006139239,0.0009294912],"category_scores_gemma":[0.007037837,0.0003580374,0.0003849143,0.0001158475,0.000300632,0.0002255568,0.0002574325,0.002187892,0.001437349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414497,"about_ca_system_score_gemma":0.00110707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003290535,"about_ca_topic_score_gemma":0.00004184925,"domain_scores_codex":[0.992075,0.0003967612,0.004183016,0.0009097629,0.001978868,0.0004566073],"domain_scores_gemma":[0.9913635,0.003714843,0.001243175,0.001944936,0.001278616,0.0004549322],"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":[0.0005900734,0.0004017985,0.001470615,0.001299115,0.0003990685,0.0004904036,0.00005872088,8.298682e-7,0.00004358255,0.02362416,0.8700919,0.1015297],"study_design_scores_gemma":[0.001485987,0.0008990188,0.0004693418,0.002038748,0.0004147794,0.00009142696,0.0001140619,0.00004032443,0.00000299045,0.0003465462,0.9938179,0.0002789304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000324053,0.002763937,0.000130744,0.001315882,0.002492832,0.00251361,0.00116738,0.00008691461,0.9892046],"genre_scores_gemma":[0.001657457,0.02255307,0.002257968,0.0004218109,0.008688962,0.00004134846,0.005522087,0.0001610839,0.9586962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1237259,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4000528956687839,"score_gpt":0.5380987280074245,"score_spread":0.1380458323386407,"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."}}