{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004923189,0.0001940139,0.0002371507,0.00002682602,0.0004003914,0.00009482412,0.0002406473,0.00007714924,0.0001085588],"category_scores_gemma":[0.000552878,0.00012798,0.0001235304,0.0002018867,0.000339713,0.0001033425,0.00001773806,0.000281498,0.00002540433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537262,"about_ca_system_score_gemma":0.0005155923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00805647,"about_ca_topic_score_gemma":0.08215854,"domain_scores_codex":[0.9970704,0.00008108325,0.00022576,0.0004326551,0.0003520923,0.00183803],"domain_scores_gemma":[0.9981371,0.00007718506,0.00007039771,0.000616446,0.0001011133,0.0009978043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003469872,0.0000611758,0.9707592,0.000009828111,0.00003873264,0.00002416338,0.00106019,0.00000162689,0.0002373147,0.002543626,0.003473239,0.02144389],"study_design_scores_gemma":[0.001114358,0.00004095837,0.8980124,0.00002098053,0.00001194451,0.00001032869,0.0006023619,0.0001161227,0.001489565,0.0001896068,0.09824695,0.0001444479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787642,0.0006536378,0.0000718384,0.003503684,0.0006429395,0.0009936921,0.00001282498,0.00006467514,0.01529256],"genre_scores_gemma":[0.9933017,0.0002751763,0.00007031058,0.0008606642,0.0005972548,0.00009887227,0.00001100005,0.0000208163,0.004764172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09477371,"threshold_uncertainty_score":0.998549,"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."}}