{"id":"W2904374704","doi":"10.1093/mmy/myy133","title":"Yeast-like filamentous fungi: Molecular identification and in vitro susceptibility study","year":2018,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"Shandong Academy of Sciences; Astellas Pharma; Pfizer","keywords":"Posaconazole; Biology; Microbiology; Voriconazole; Itraconazole; Echinocandin; Echinocandins; Flucytosine; Geotrichum; Minimum inhibitory concentration; Yeast; Fungemia; Amphotericin B; Antifungal; Fluconazole; Caspofungin; Antimicrobial; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00127311,0.0001357054,0.0003882509,0.0001077257,0.00005821653,0.00001078956,0.0001196266,0.0002129934,0.001083596],"category_scores_gemma":[0.001178844,0.0001162206,0.00004740747,0.0002430308,0.0005528501,0.00004225686,0.00009893254,0.0003116109,0.0001116403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104481,"about_ca_system_score_gemma":0.0001713503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001198168,"about_ca_topic_score_gemma":0.001049682,"domain_scores_codex":[0.9979187,0.0002558231,0.0004537754,0.0005489767,0.0004891949,0.000333511],"domain_scores_gemma":[0.9989979,0.0001192998,0.00006038192,0.0004414879,0.0001129067,0.0002680396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002266908,0.001953094,0.4685075,0.00008414785,0.0000539114,0.000545956,0.000729431,6.76888e-8,0.5068185,0.00005746788,0.0007264246,0.01825662],"study_design_scores_gemma":[0.001858824,0.0008917219,0.9875333,0.00002120378,0.00005195209,0.0000312024,0.0006192012,0.0001911728,0.007777073,0.0002403281,0.0006785749,0.0001054539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970894,0.000250038,0.0003744139,0.0006685009,0.0002724355,0.000715256,0.000004283036,0.00004087245,0.000584828],"genre_scores_gemma":[0.9983305,0.00002965224,0.0001127347,0.0009295423,0.0001245705,0.00003851684,0.00001660451,0.00001170832,0.0004061494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5190258,"threshold_uncertainty_score":0.9998295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310284436787315,"score_gpt":0.3106317192538958,"score_spread":0.2975288748860226,"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."}}