{"id":"W4225384119","doi":"","title":"Quebec: Avian pathogens identification and genomic characterization: 2021 annual review of the Molecular Diagnostic Laboratory, Université de Montréal.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Veterinary Medical Association","funders":"","keywords":"Identification (biology); Biology; Computational biology; Virology; Microbiology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005007649,0.001815638,0.001366878,0.006313583,0.001713592,0.002938363,0.002614829,0.002664603,0.031088],"category_scores_gemma":[0.003596207,0.000889848,0.0006682443,0.004547422,0.002160326,0.001744891,0.0013253,0.002322395,0.01150677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0251994,"about_ca_system_score_gemma":0.03656492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8209158,"about_ca_topic_score_gemma":0.9050477,"domain_scores_codex":[0.9980963,0.0001834339,0.0001023827,0.0002225764,0.001104968,0.0002903494],"domain_scores_gemma":[0.9909316,0.0006166741,0.0003682577,0.0001943064,0.006730235,0.001158943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001992034,0.00005061399,0.003079616,0.001890735,0.00006415164,0.0002518066,0.00009667043,0.0003603988,0.006371208,0.001682224,0.5407043,0.4452491],"study_design_scores_gemma":[0.00001601823,0.00005127526,0.00885958,0.001127796,0.00003611983,0.0003402617,0.00009609677,0.0001451855,0.001261035,0.0002346377,0.9877952,0.00003677025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001863279,0.9248472,0.004252932,0.02291705,0.01094599,0.0001962923,0.004230842,0.0007730611,0.02997331],"genre_scores_gemma":[0.01561278,0.7825106,0.0106824,0.0110571,0.004225339,0.0001646225,0.0110164,0.0004660865,0.1642646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1790842,"threshold_uncertainty_score":0.3602778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00364423053242431,"score_gpt":0.1796939433165509,"score_spread":0.1760497127841266,"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."}}