{"id":"W4394740754","doi":"","title":"Prevalence of pathogens in honey bee colonies and association with clinical signs in southwestern Quebec, Canada.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"","keywords":"Apiary; Beekeeping; Biology; Nosema; Deformed wing virus; Honey bee; Veterinary medicine; Brood; Varroa destructor; Varroa; American foulbrood; Virology; Microsporidia; Zoology; Microbiology; Ecology; Spore; Medicine","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":[0.0002398368,0.0002462725,0.0001733751,0.001030258,0.001357333,0.000781754,0.0006656668,0.0004031252,0.002904833],"category_scores_gemma":[0.0008505001,0.000196897,0.0001910861,0.001225353,0.0006860344,0.0002194349,0.0003329002,0.0004219699,0.0002074216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009131736,"about_ca_system_score_gemma":0.007500142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864689,"about_ca_topic_score_gemma":0.9940128,"domain_scores_codex":[0.9997104,0.0000271601,0.00001877139,0.00005167607,0.00007427897,0.0001176921],"domain_scores_gemma":[0.9988559,0.00008067925,0.0003327475,0.00002096889,0.0004006625,0.0003089889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005386798,0.00001590786,0.9948383,0.00002702808,0.00002290743,0.0001101256,0.0002596992,0.00004096841,0.0008316723,0.00002415567,0.0007405895,0.003034745],"study_design_scores_gemma":[0.000001733171,0.00001398316,0.9991633,0.00001379856,0.000005890889,0.00006198036,0.0004287414,0.00006212565,0.00003801191,0.000003168518,0.0002044579,0.000002789634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944991,0.001437117,0.00008942363,0.0002472362,0.00001169259,0.00002451512,0.001994591,0.00001175558,0.001684557],"genre_scores_gemma":[0.9979892,0.0003771459,0.0001268785,0.00007777047,0.000003417687,0.000007041898,0.0004711283,0.000002081112,0.0009452853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353109,"threshold_uncertainty_score":0.06625563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170604272051825,"score_gpt":0.2474545030423845,"score_spread":0.2157484603218663,"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."}}