{"id":"W4411616428","doi":"10.51847/8qltsal","title":"10.51847/8QLtsAl","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human decontamination; Hemostatic Agent; Bond strength; Adhesive; Contamination; In vitro; Chemistry; Hemostasis; Dentistry; Medicine; Surgery; Biology; Biochemistry; Organic chemistry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006696631,0.00006704093,0.0000915053,0.00003798799,0.00006362333,0.000008241235,0.00006591861,0.00009392511,0.9990134],"category_scores_gemma":[0.00004052183,0.00005954069,0.00002942158,0.0001035066,0.00003562828,0.00003487796,0.00001392995,0.00006226153,0.9960529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000933798,"about_ca_system_score_gemma":0.00001336207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001026962,"about_ca_topic_score_gemma":1.45898e-7,"domain_scores_codex":[0.9995408,0.0000542039,0.000111186,0.0001276891,0.00002052469,0.0001455615],"domain_scores_gemma":[0.9997898,0.00002338815,0.00001279127,0.0001186583,0.00002043196,0.00003494871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001130102,0.00004355873,7.22086e-7,0.000002695791,0.00001390141,8.217772e-7,0.00001328505,0.000005061384,0.00267394,0.000007195233,0.08041127,0.9167145],"study_design_scores_gemma":[0.0003519717,0.0001029561,0.0002063295,0.000006836945,0.000008360782,0.00001516845,8.952113e-7,0.000007020608,0.0002666939,0.000001729498,0.9989579,0.00007413852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003257173,0.00008555743,0.000007573281,0.0002476907,0.00001652255,0.00008956615,0.000006194364,0.0001224563,0.9961672],"genre_scores_gemma":[0.003161287,4.886438e-7,0.000006568472,0.0003314581,0.00003201981,0.000007066355,0.0000870259,0.000006838234,0.9963673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9185466,"threshold_uncertainty_score":0.2427999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005430123456058594,"score_gpt":0.1915251607934655,"score_spread":0.1860950373374069,"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."}}