{"id":"W4409783483","doi":"10.1002/cpz1.70133","title":"<i>Cryptococcus neoformans</i> Biofilm Formation and Quantification","year":2025,"lang":"en","type":"article","venue":"Current Protocols","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biofilm; Cryptococcus neoformans; Microbiology; Candida albicans; Biology; Cryptococcosis; Corpus albicans; Cryptococcus; Pathogen; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002419238,0.002020459,0.0007719278,0.003103676,0.001316876,0.0008738351,0.001711751,0.001137538,0.02313355],"category_scores_gemma":[0.003185188,0.000936418,0.0007150113,0.002046488,0.0007309546,0.0007874641,0.001078374,0.001812877,0.01974206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006966674,"about_ca_system_score_gemma":0.001859841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169715,"about_ca_topic_score_gemma":0.00471624,"domain_scores_codex":[0.9961941,0.0007565685,0.0004827247,0.0005930592,0.001684811,0.000288753],"domain_scores_gemma":[0.9981165,0.0002983951,0.0002306555,0.0003485692,0.0008937067,0.0001122005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002686529,0.0002241753,0.0008657638,0.001588024,0.00002712403,0.0003408848,0.0002165545,0.0005013197,0.9094834,0.004281848,0.03397703,0.04822535],"study_design_scores_gemma":[0.00005031827,0.0004804688,0.006024763,0.0008550318,0.00004553562,0.0007136983,0.00008924994,0.001669809,0.7062273,0.001436408,0.2823089,0.0000984814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08376492,0.0210306,0.5808945,0.004400278,0.003440279,0.02719967,0.09353972,0.01180704,0.1739231],"genre_scores_gemma":[0.105968,0.02550755,0.5679741,0.002528109,0.0004868217,0.03442401,0.1501987,0.00161508,0.1112977],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02313355,"threshold_uncertainty_score":0.07738942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677484017568814,"score_gpt":0.3957488797762189,"score_spread":0.3389740396005307,"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."}}