{"id":"W2038206020","doi":"10.1377/hlthaff.26.4.1198","title":"Selective Use Of References?","year":2007,"lang":"en","type":"letter","venue":"Health Affairs","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Download; JavaScript; World Wide Web; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0004779843,0.0002853381,0.001744319,0.0003144914,0.0000456899,0.00001046361,0.00007900079,0.0007544517,0.000143681],"category_scores_gemma":[0.0002661073,0.0002239881,0.0005469727,0.0003240474,0.0001135581,0.00004165582,0.00001910178,0.001573304,0.00006472303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385041,"about_ca_system_score_gemma":0.0008191672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005168175,"about_ca_topic_score_gemma":0.00002654648,"domain_scores_codex":[0.9974681,0.000198536,0.0006383215,0.0003823163,0.0006913149,0.0006214172],"domain_scores_gemma":[0.9976235,0.001142853,0.000357965,0.000441469,0.000189836,0.0002443607],"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":[0.0001353478,0.00003241055,0.003705806,0.001158361,0.0001055568,0.000571753,0.0001781722,2.48109e-7,0.000001152022,0.0002166284,0.9922744,0.001620162],"study_design_scores_gemma":[0.0004533239,0.0003839903,0.009611231,0.0003604816,0.00007545223,0.0001544151,0.0000812205,0.000001616485,0.00001871919,0.000007899324,0.9886826,0.0001690512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004360503,0.001037655,0.00005321128,0.9427283,0.0004213002,0.0009380402,0.00004011006,0.0001044497,0.05424087],"genre_scores_gemma":[0.008140337,0.0007764793,0.001308205,0.9638789,0.00205575,0.00002213195,0.0003792892,0.00007395005,0.02336499],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03087588,"threshold_uncertainty_score":0.9133969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07752803804406563,"score_gpt":0.3366916126297663,"score_spread":0.2591635745857007,"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."}}