{"id":"W4236675286","doi":"10.1080/22201173.2007.10872485","title":"Letters","year":2007,"lang":"en","type":"article","venue":"Southern African Journal of Anaesthesia and Analgesia","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"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":[0.001911553,0.0002380604,0.0004167946,0.0005493818,0.0001259676,0.00007024759,0.0003193806,0.00006285439,0.00006849242],"category_scores_gemma":[0.0000417877,0.0001873484,0.0002269001,0.0005233324,0.0002689324,0.0001648389,0.00001483942,0.0003133598,0.0001697486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006779204,"about_ca_system_score_gemma":0.00005043263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002694696,"about_ca_topic_score_gemma":0.00002173739,"domain_scores_codex":[0.9980483,0.0001067839,0.0006512143,0.0001829418,0.0005307508,0.0004800118],"domain_scores_gemma":[0.9984826,0.00005777772,0.0006690444,0.0001949571,0.0001549491,0.0004406558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002976579,0.0008942438,0.6014419,0.00006753602,0.001068622,0.008739011,0.03945859,0.0001047205,0.1502917,0.00570543,0.007599886,0.1816519],"study_design_scores_gemma":[0.01002708,0.006099815,0.632922,0.0007054256,0.001557242,0.007990721,0.1450693,0.0001722786,0.005972918,0.005966027,0.1800512,0.003465968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951168,0.001051288,0.00169393,0.00100131,0.00004994108,0.00005820789,0.000006257877,0.00003161308,0.0009906809],"genre_scores_gemma":[0.9976373,0.00005817396,0.001514886,0.0003514202,0.0002846599,2.711898e-7,6.21743e-7,0.00006909237,0.00008358683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1781859,"threshold_uncertainty_score":0.7639846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008837344773207662,"score_gpt":0.2237617286039484,"score_spread":0.2149243838307407,"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."}}