{"id":"W2440391107","doi":"10.1093/cid/ciu510","title":"Medical Biotechnology","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Biotechnology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001134501,0.0008276681,0.0004925118,0.002081217,0.00122267,0.003480373,0.0006810065,0.002389535,0.3214782],"category_scores_gemma":[0.002399496,0.0003699097,0.0004217105,0.001295792,0.001114511,0.001551093,0.001965399,0.002521261,0.2321953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525737,"about_ca_system_score_gemma":0.00265736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007896718,"about_ca_topic_score_gemma":0.001303433,"domain_scores_codex":[0.9991183,0.00009260109,0.00003978252,0.0001592119,0.0005006065,0.00008956353],"domain_scores_gemma":[0.9988762,0.000147323,0.00009308026,0.0002468001,0.0003469961,0.0002895613],"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":[0.0001062392,0.0001793111,0.0006175377,0.0004484553,0.00001413466,0.000215364,0.0001351851,0.00009681477,0.01350187,0.08453155,0.4991094,0.4010441],"study_design_scores_gemma":[0.000008344142,0.00002677936,0.0003899139,0.00005896325,0.000002926367,0.0001118475,0.00001771654,0.0000290723,0.001379294,0.003065454,0.994907,0.000002613706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001341422,0.00732263,0.002138896,0.009683653,0.003788806,0.0001377039,0.0007750436,0.0004747513,0.9743371],"genre_scores_gemma":[0.007044333,0.00633882,0.001797938,0.003140485,0.00108525,0.0000761133,0.0009305779,0.00006457126,0.9795219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3214782,"threshold_uncertainty_score":0.9678289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462883774931831,"score_gpt":0.343094364264579,"score_spread":0.3284655265152607,"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."}}