{"id":"W4406365573","doi":"10.1002/9781683670438.cmph0129","title":"Shell Vial/Multiwell Plate Culture for Rapid Virus Isolation","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; Saskatchewan Health Authority","funders":"","keywords":"Vial; Isolation (microbiology); Virus isolation; Chromatography; Virus; Virology; Chemistry; Biology; Microbiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001804215,0.0002568516,0.000465449,0.0003170359,0.0001051691,0.00002564185,0.0001094178,0.0008291506,0.002160045],"category_scores_gemma":[0.000114095,0.0002153234,0.0002548846,0.000185696,0.000128189,0.0000371517,0.00005288618,0.0005358391,0.003325766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009381083,"about_ca_system_score_gemma":0.00009387481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818101,"about_ca_topic_score_gemma":0.0002555121,"domain_scores_codex":[0.9988292,0.00003545514,0.0002703804,0.0004110464,0.00009211443,0.0003617698],"domain_scores_gemma":[0.9992237,0.00006290904,0.0001385552,0.000403516,0.00009361642,0.00007767583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002173861,0.0001323373,0.0002091615,0.0001956255,0.000405883,0.000008328078,0.00006255761,9.224315e-7,0.02534388,0.00002490177,0.9489805,0.02441854],"study_design_scores_gemma":[0.001760849,0.000597561,0.000226614,0.0002765276,0.0001565359,0.00001106954,0.00002510375,0.0001638057,0.002389716,0.00004108602,0.9941392,0.000211958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001678941,0.03766058,0.007768571,0.002348981,0.009153738,0.01019489,0.001765082,0.00466515,0.924764],"genre_scores_gemma":[0.0001991669,0.007106033,0.001141854,0.000199511,0.001299979,0.0001381486,0.0005176939,0.0008591531,0.9885384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0637744,"threshold_uncertainty_score":0.9987521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027227770463709,"score_gpt":0.3581280145400599,"score_spread":0.3178557368354228,"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."}}