{"id":"W2398286643","doi":"","title":"TB diagnostics in India: from importation and imitation to innovation, Bengaluru, 25-26 August 2011.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Imitation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Geography; Medicine; Business; Environmental health; Virology; Psychology; Internal medicine; Infectious disease (medical specialty); Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0004196265,0.0002691993,0.0001740599,0.001398507,0.0008469889,0.001494266,0.0007631316,0.0009139103,0.008608244],"category_scores_gemma":[0.001451104,0.0002314089,0.0002273449,0.001409624,0.0006111891,0.000550462,0.0008007628,0.0009084023,0.00158393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716476,"about_ca_system_score_gemma":0.004596559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0607335,"about_ca_topic_score_gemma":0.1826226,"domain_scores_codex":[0.9996816,0.00003808233,0.00004271173,0.00002801509,0.0001017041,0.0001079945],"domain_scores_gemma":[0.9990822,0.0001990813,0.0001602125,0.00003725351,0.0003368068,0.0001844965],"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":[0.001633275,0.0001967991,0.08591046,0.004021018,0.0001238015,0.008406277,0.00431919,0.0007501316,0.006681223,0.003274265,0.6154427,0.2692408],"study_design_scores_gemma":[0.0000321457,0.0001554596,0.4283698,0.0006574295,0.0000896049,0.003081203,0.003730199,0.000193739,0.003366774,0.0003259023,0.5599541,0.00004355967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2145909,0.3249116,0.001484592,0.1855408,0.02236641,0.0003552439,0.04049842,0.001125516,0.2091265],"genre_scores_gemma":[0.5192922,0.1228163,0.001684137,0.006976739,0.004596669,0.0001048729,0.009987502,0.0001265326,0.3344151],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0607335,"threshold_uncertainty_score":0.12076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382182504356139,"score_gpt":0.3084986116423755,"score_spread":0.2646767865988141,"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."}}