{"id":"W4247092052","doi":"10.3410/f.725394321.793524491","title":"Faculty Opinions recommendation of An expanded regulatory network temporally controls Candida albicans biofilm formation.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Biofilm; Candida albicans; Microbiology; Computational biology; Biology; Chemistry; Genetics; Bacteria","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":[0.001520432,0.001579019,0.001327714,0.0024271,0.0006887486,0.002405348,0.002043788,0.002322175,0.04022335],"category_scores_gemma":[0.008881066,0.0005589938,0.002010831,0.003244496,0.0002899761,0.001250657,0.001431872,0.001566471,0.03186414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545179,"about_ca_system_score_gemma":0.003933877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02949289,"about_ca_topic_score_gemma":0.07302214,"domain_scores_codex":[0.9986029,0.0002465484,0.0001722583,0.0004516658,0.000352238,0.000174338],"domain_scores_gemma":[0.9966514,0.001041709,0.0005709507,0.000543693,0.0007540357,0.0004381294],"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":[0.0003753549,0.00005662201,0.006357654,0.001619296,0.0001552076,0.00004764124,0.00002777408,0.0005233667,0.0005086554,0.0004110629,0.9840497,0.005867559],"study_design_scores_gemma":[0.0009376157,0.00008055339,0.02553855,0.000984125,0.0003883362,0.0001906394,0.00008230416,0.002082091,0.001596643,0.001741411,0.966309,0.00006897801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005128143,0.0002751184,0.00008540141,0.0002338994,0.00005608426,0.00001373411,0.9976872,0.0002491508,0.0008866016],"genre_scores_gemma":[0.001541103,0.0002034247,0.0003847178,0.0001419535,0.00001658239,0.00004678924,0.9967065,0.00003813007,0.0009207444],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04022335,"threshold_uncertainty_score":0.1345605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869550820591394,"score_gpt":0.3490575197014958,"score_spread":0.3203620114955819,"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."}}