{"id":"W2063229152","doi":"10.1111/myc.12156","title":"Clinical and tree hollow populations of human pathogenic yeast in Hamilton, Ontario, Canada are different","year":2013,"lang":"en","type":"article","venue":"Mycoses","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; Hamilton General Hospital; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Yeast; Candida albicans; Biology; Microbiology; Corpus albicans; Zoology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002701633,0.00008545465,0.0001640466,0.00001660677,0.00004553477,0.000006510968,0.00005720032,0.00005498808,0.00005353784],"category_scores_gemma":[0.00002122059,0.00006656694,0.00004048835,0.00002214309,0.00004910192,0.000001533713,0.00005883037,0.00005436788,8.437061e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001375771,"about_ca_system_score_gemma":0.00005271962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.532177,"about_ca_topic_score_gemma":0.990685,"domain_scores_codex":[0.9994254,0.00002591425,0.0002111388,0.0001615424,0.00006149386,0.0001145862],"domain_scores_gemma":[0.9997154,0.000005981543,0.00005921909,0.000141847,0.00003318628,0.00004431982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004905206,0.00005354057,0.9675103,0.000007624781,0.00002215742,0.00000171223,0.00004123202,0.000001645867,0.02811462,0.00002266597,0.003318707,0.0009008239],"study_design_scores_gemma":[0.0002719867,0.00007444344,0.9959899,0.00001599779,0.00001067765,0.000001209544,0.0001139817,0.000003205472,0.001443162,0.0000407991,0.001952501,0.00008218527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986308,0.0006684557,0.000002436393,0.00005765495,0.00008967409,0.00010365,0.00002487806,0.000001908413,0.0004205513],"genre_scores_gemma":[0.9987081,0.0001018767,0.00004551159,0.00006513024,0.00005167395,0.00001296786,0.0000410703,0.000006490644,0.0009671952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.458508,"threshold_uncertainty_score":0.4709383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252174113739313,"score_gpt":0.2621214436148302,"score_spread":0.2395997024774371,"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."}}