{"id":"W2951453703","doi":"10.1128/msphere.00299-19","title":"mSphere of Influence: Start with an Interesting Biological Phenomenon","year":2019,"lang":"en","type":"article","venue":"mSphere","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Candida albicans; Phenomics; Biology; Functional genomics; Computational biology; Genetics; Genomics; Genome; Gene","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007107598,0.0006813032,0.0005800434,0.0006201793,0.001219203,0.00215307,0.0006781048,0.001387627,0.004850491],"category_scores_gemma":[0.00198676,0.0004057424,0.0006704025,0.0004396858,0.002920196,0.002441884,0.002135779,0.004417512,0.001381438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009309358,"about_ca_system_score_gemma":0.0004351914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009293185,"about_ca_topic_score_gemma":0.001187901,"domain_scores_codex":[0.9991561,0.0001392033,0.00002690782,0.0001836086,0.000387526,0.0001066269],"domain_scores_gemma":[0.9991044,0.0003138616,0.0001127055,0.0001618196,0.0001465179,0.000160625],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002699688,0.00009842662,0.002184687,0.0003517335,0.00008474368,0.001466386,0.00158044,0.0004196237,0.8271645,0.0809366,0.01352626,0.07191664],"study_design_scores_gemma":[0.00004569819,0.0005210609,0.004944938,0.00009055113,0.0001201638,0.003605766,0.001079913,0.002068993,0.7131171,0.03109756,0.2431663,0.000141867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3997961,0.04043877,0.2785378,0.06470288,0.00608232,0.000569846,0.002114491,0.008715975,0.1990418],"genre_scores_gemma":[0.9106439,0.007534692,0.02568624,0.01000926,0.0005617792,0.0001625196,0.0003829488,0.001282278,0.04373654],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9992892,"threshold_uncertainty_score":0.01622647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338958051065504,"score_gpt":0.2771219344224899,"score_spread":0.2537323539118349,"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."}}