{"id":"W2321436904","doi":"","title":"38th annual AACE conference in Toronto, Ontario, Canada, October 30 through November 4, 2002","year":2009,"lang":"en","type":"article","venue":"Springer US","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Library science; Geography; Medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001289093,0.0001682432,0.0002571127,0.00001811616,0.000033606,0.00001437158,0.0001103361,0.00006772209,0.01071979],"category_scores_gemma":[0.00001219258,0.000153354,0.00003675554,0.00006081273,0.00002277878,0.0001169452,0.00002052812,0.0001784791,0.00008086832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009565188,"about_ca_system_score_gemma":0.0004522522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769375,"about_ca_topic_score_gemma":0.9944425,"domain_scores_codex":[0.9988405,0.00002346748,0.0002086447,0.0002723771,0.0002980545,0.0003569963],"domain_scores_gemma":[0.9994717,0.00001782696,0.00004557567,0.0003122541,0.00005249827,0.0001001588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002167235,0.000459601,0.7661512,0.00007336285,0.00009531607,0.001820995,0.005162991,0.00007016763,0.0001650611,0.01035835,0.2079236,0.007502656],"study_design_scores_gemma":[0.0004892699,0.00007577684,0.6369604,0.00005054341,0.00002061171,0.000008996573,0.0002454485,0.00002410722,0.00005053801,0.00003621589,0.361912,0.0001259866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7041456,0.0005621053,0.0001006156,0.002515186,0.0001143466,0.0003606734,0.000001571001,0.00003960045,0.2921603],"genre_scores_gemma":[0.9426398,0.00003092152,0.00069896,0.01160764,0.00009842275,0.00000735906,0.000004764254,0.00001194015,0.04490022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2472601,"threshold_uncertainty_score":0.9901845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358735054895802,"score_gpt":0.2472966966263668,"score_spread":0.2337093460774088,"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."}}