{"id":"W2097956142","doi":"10.1503/cmaj.060094","title":"Contamination: a comparison of 2 personal protective systems","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University; Physicians' Services Incorporated Foundation","keywords":"Contamination; Computer science; Data science; World Wide Web; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009233062,0.00006794847,0.0002462336,0.0001942473,0.0001530593,0.00003128476,0.00003562708,0.0002405904,0.0009633499],"category_scores_gemma":[0.0005713021,0.00006113079,0.00009628339,0.0001677961,0.00002330961,0.00007450697,0.000002500981,0.0004681862,0.00003332723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009138067,"about_ca_system_score_gemma":0.001469785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005179905,"about_ca_topic_score_gemma":0.00850168,"domain_scores_codex":[0.9981709,0.0001067538,0.0004440279,0.00007852385,0.001002372,0.0001973988],"domain_scores_gemma":[0.9982477,0.00007339534,0.0003324465,0.00003481769,0.0009315264,0.0003801352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005110432,0.0001529474,0.9433292,0.00004579613,0.0001648328,0.00007943057,0.0004114055,0.00004955724,0.0001140501,0.002014374,0.04130057,0.01228676],"study_design_scores_gemma":[0.003383775,0.0003083044,0.8261528,0.0002257225,0.0001045334,0.0007117701,0.0009165039,0.03592845,0.0001077832,0.00009171238,0.1319331,0.0001355883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031591,0.001130227,0.0262107,0.02282753,0.003508978,0.001176355,0.00004759174,0.00006393007,0.04187552],"genre_scores_gemma":[0.9969728,0.000002331781,0.00001941681,0.0003398251,0.001661019,0.000009613739,0.00001391597,0.000006507383,0.0009745855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171764,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008417010178059011,"score_gpt":0.2543597719471314,"score_spread":0.2459427617690724,"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."}}