{"id":"W4239047868","doi":"10.1503/cmaj.061456","title":"Last Gasp","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00115884,0.00008236351,0.000188869,0.0002062172,0.0002505912,0.00004760803,0.00006447843,0.0003643813,0.006472216],"category_scores_gemma":[0.001835545,0.00007584056,0.000101185,0.0002024969,0.00002094998,0.00006627396,0.000004215055,0.001007402,0.0005021266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974812,"about_ca_system_score_gemma":0.004162249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01009235,"about_ca_topic_score_gemma":0.1071236,"domain_scores_codex":[0.9978269,0.0001063714,0.0003870698,0.0001028684,0.001115981,0.0004607769],"domain_scores_gemma":[0.9974171,0.0001121874,0.0001401882,0.00007787478,0.0007457252,0.001506908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008445616,0.00002833503,0.5543578,0.00001133746,0.00004588355,0.0008365703,0.0000331693,0.000005174777,0.0000173356,0.001225274,0.4230827,0.02034791],"study_design_scores_gemma":[0.001126503,0.00005590396,0.280736,0.00005042735,0.00002027658,0.001791209,0.00005461024,0.0001851779,0.00001009566,0.0002288196,0.7156693,0.00007167637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3854583,0.0007228732,0.0005613548,0.4364504,0.005574494,0.0004348981,0.00003139945,0.0001389991,0.1706273],"genre_scores_gemma":[0.9632553,0.00003049283,0.0001216571,0.0258436,0.007854087,0.000005467558,0.00001391593,0.00001744046,0.002858064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.577797,"threshold_uncertainty_score":0.9964995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006222435798332411,"score_gpt":0.2523592459741638,"score_spread":0.2461368101758314,"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."}}