{"id":"W2235652105","doi":"10.1155/2015/268294","title":"Ammi Canada 2015 Annual Conference: Abstract Titles","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Geography; Ammi; Infectious disease (medical specialty); Medicine; History; Biology; Disease; Computer science; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00261742,0.001788328,0.001247113,0.003438006,0.005002892,0.009600022,0.002101434,0.002923069,0.4473022],"category_scores_gemma":[0.004568407,0.0005951041,0.001143681,0.003037331,0.0009502509,0.001774416,0.002862219,0.002252014,0.1855887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02106688,"about_ca_system_score_gemma":0.05322281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3495426,"about_ca_topic_score_gemma":0.6655301,"domain_scores_codex":[0.9971644,0.0001634351,0.0001034327,0.0001824053,0.001794176,0.0005921134],"domain_scores_gemma":[0.9915052,0.0001304082,0.0002104372,0.0001041992,0.00533991,0.002709864],"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":[0.00001820034,0.00000690019,0.00005029845,0.0000408681,0.000001614852,0.000010976,0.000006561941,0.00001736036,0.00005384788,0.0001253819,0.996702,0.002966036],"study_design_scores_gemma":[0.00001318162,0.00001056044,0.001069878,0.0001355177,0.000003404108,0.00001718977,0.0001036978,0.00003074764,0.00008786288,0.0001888358,0.9983277,0.00001143539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002779129,0.02459975,0.001322409,0.07783817,0.2371106,0.001735534,0.02944073,0.001175988,0.6239977],"genre_scores_gemma":[0.005805606,0.01080897,0.0007561398,0.004772597,0.0118067,0.0002977845,0.008108546,0.0003741224,0.9572695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6504574,"threshold_uncertainty_score":0.7883564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180166438513959,"score_gpt":0.2644983105396652,"score_spread":0.2526966461545256,"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."}}