{"id":"W2510638355","doi":"10.1093/mmy/myw064","title":"High frequency of pathogenic<i>Aspergillus</i>species among nonsporulating moulds from respiratory tract samples","year":2016,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Centre Hospitalier de l’Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Microbiology; Biology; Aspergillus; Aspergillus fumigatus; Pathogenic bacteria; Respiratory tract; Aspergillus flavus; Schizophyllum commune; Respiratory system; Bacteria; Genetics; Botany","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":[0.0007223045,0.0002022709,0.0007510916,0.00009380053,0.00007484292,0.000003362265,0.0002237949,0.0005234487,0.01043085],"category_scores_gemma":[0.004735787,0.0001265399,0.0001962408,0.000167274,0.00106141,0.00008247962,0.00007422858,0.0003393099,0.00005251362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110434,"about_ca_system_score_gemma":0.0003913396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005083275,"about_ca_topic_score_gemma":0.0007838781,"domain_scores_codex":[0.9974083,0.0002152687,0.0007814092,0.0004805285,0.0006861985,0.000428258],"domain_scores_gemma":[0.9973427,0.0013915,0.0002121396,0.0005245017,0.0001601454,0.000368997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001137503,0.0001941112,0.7355946,0.00003069705,0.0000475527,0.0001907884,0.00007642007,1.163581e-7,0.2568753,0.001135766,0.0003959793,0.005344967],"study_design_scores_gemma":[0.001668845,0.0003219323,0.9888692,0.0002320154,0.0000760504,0.000007143696,0.0001229381,0.000003117896,0.005621531,0.001567367,0.001370964,0.0001388335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951991,0.0006265357,0.001008544,0.00118702,0.0003400992,0.0002178585,0.0001399117,0.00006903431,0.0012119],"genre_scores_gemma":[0.9971696,0.0001215602,0.001079658,0.0007847157,0.0004479043,0.00001732569,0.00002950565,0.00002380432,0.0003259195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2532747,"threshold_uncertainty_score":0.9904737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727842797031881,"score_gpt":0.2750077031827009,"score_spread":0.2477292752123821,"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."}}