{"id":"W7014581773","doi":"","title":"The Prospective Antifungal Therapy Alliance® registry: A two-centre Canadian experience","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Antifungal; Antifungal drugs; MEDLINE; Prospective cohort study; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001816592,0.0006359978,0.0008424476,0.001321417,0.005442046,0.003730297,0.001393187,0.001310537,0.004276153],"category_scores_gemma":[0.005220581,0.0005660399,0.0006766472,0.005144643,0.001414009,0.001246276,0.002245303,0.001332228,0.0008356379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02501285,"about_ca_system_score_gemma":0.0684341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.882898,"about_ca_topic_score_gemma":0.9375002,"domain_scores_codex":[0.9965695,0.0003898464,0.0001616413,0.0003359227,0.001325528,0.001217436],"domain_scores_gemma":[0.9933863,0.0005916134,0.001108592,0.0004180039,0.001838439,0.002657043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001519934,0.0008369284,0.8561194,0.0004639936,0.0002639911,0.0181915,0.009385099,0.0008212809,0.002483468,0.004531772,0.0344734,0.07090926],"study_design_scores_gemma":[0.0004486198,0.0008908921,0.87467,0.0007531049,0.0003628768,0.02745826,0.01698339,0.00125213,0.0008570061,0.0009956787,0.07500206,0.0003258311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347511,0.007299981,0.002226194,0.009681229,0.0003526606,0.000737015,0.007639509,0.0001559019,0.03715646],"genre_scores_gemma":[0.9843538,0.003745664,0.00220035,0.001729559,0.0001495649,0.000113664,0.002910254,0.0001056388,0.004691538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117102,"threshold_uncertainty_score":0.2355833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146770458931541,"score_gpt":0.2516657176096844,"score_spread":0.2369886717165303,"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."}}