{"id":"W4411777960","doi":"10.1101/2025.06.28.660404","title":"Characterization of <i>ORF19.7608</i> ( <i>PPP1</i> ), a Biofilm-induced Gene of <i>Candida albicans</i>","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Biofilm; Candida albicans; Microbiology; Gene; Chemistry; Biology; Genetics; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009710568,0.0002855078,0.0002517161,0.000254274,0.0001386248,0.0002435721,0.0002131737,0.0002978432,0.0006786848],"category_scores_gemma":[0.0002921648,0.0001172693,0.0004789223,0.000288673,0.0001620435,0.0001569714,0.0001982802,0.0003843523,0.0006464691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521319,"about_ca_system_score_gemma":0.0002242497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149968,"about_ca_topic_score_gemma":0.0009006728,"domain_scores_codex":[0.9999087,0.000008378945,0.00001077867,0.00002049992,0.00003125048,0.00002043757],"domain_scores_gemma":[0.9997316,0.00007103742,0.00008376649,0.00003191928,0.0000419355,0.00003965901],"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":[0.00002355236,0.00001267412,0.0003460207,0.00002150588,0.000001243369,0.00007824827,0.00001281637,0.00002215438,0.9989542,0.0000239098,0.00001554827,0.0004881765],"study_design_scores_gemma":[0.0000112051,0.000212901,0.0344706,0.00001376757,0.00002250088,0.001106057,0.00009519386,0.0009495971,0.9598589,0.00005157488,0.003196069,0.00001154498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930825,0.0003097192,0.003193954,0.00006164424,0.00002287378,0.00004994818,0.002502796,0.00005048743,0.0007260485],"genre_scores_gemma":[0.972628,0.0004008942,0.01122085,0.0001116034,0.00001892398,0.00008288331,0.0130037,0.0001168706,0.002416316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00149968,"threshold_uncertainty_score":0.002981842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423473005392062,"score_gpt":0.237940590339328,"score_spread":0.2237058602854074,"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."}}