{"id":"W7099414409","doi":"","title":"Correlation of Genotype and In Vitro Susceptibilities of Cryptococcus gattii Strains from the Pacific Northwest of the United States","year":2009,"lang":"en","type":"article","venue":"","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cryptococcus gattii; Cryptococcus neoformans; Cryptococcosis; Genotype; Cryptococcus; Multilocus sequence typing; Typing; Pathogen","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003132752,0.00006241955,0.0001148372,0.00004939722,0.00004136415,0.00001215939,0.0002626963,0.00003977888,0.00001677059],"category_scores_gemma":[0.00005598012,0.00003584665,0.00002959135,0.0004301073,0.0001209007,0.00009196222,0.00004992363,0.00009034013,4.72548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008469,"about_ca_system_score_gemma":0.00004088006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179271,"about_ca_topic_score_gemma":0.0004848787,"domain_scores_codex":[0.9992445,0.000140897,0.0002710216,0.0001133404,0.000140654,0.00008960032],"domain_scores_gemma":[0.9991822,0.0002716069,0.0001469372,0.0002802128,0.0001015757,0.0000175099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021304,0.0002690083,0.7025598,0.0000558802,0.00004236607,0.000001041947,0.04822519,0.01126244,0.103244,0.1099043,0.00008968445,0.02413322],"study_design_scores_gemma":[0.000286726,0.00007620007,0.8766963,0.00003020239,0.000005502389,3.512401e-7,0.002233223,0.07073917,0.03801166,0.01179999,0.00005338268,0.00006732632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504497,0.00006071269,0.04846151,0.0006150026,0.00005130208,0.0001717484,0.00004661687,0.00001177627,0.0001316163],"genre_scores_gemma":[0.9984109,0.00001265605,0.001449218,0.0000646424,0.000005162476,8.637876e-7,0.00002802927,0.000001520096,0.00002697663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741364,"threshold_uncertainty_score":0.1782713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093940639171854,"score_gpt":0.2486228168177247,"score_spread":0.2276834104260062,"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."}}