{"id":"W6920446115","doi":"10.60692/xpjt6-hmb51","title":"Fungal Burden and Raised Intracranial Pressure Are Independently Associated With Visual Loss in Human Immunodeficiency Virus-Associated Cryptococcal Meningitis","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Advanced Statistical Modeling Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Odds ratio; Confidence interval; Meningitis; Cerebrospinal fluid; Cryptococcal meningitis; Cryptococcosis; Mycosis; Immunodeficiency","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005088738,0.000276415,0.0004300005,0.0002323122,0.0002657353,0.0005126612,0.0004056148,0.0002295817,0.000007730045],"category_scores_gemma":[0.0001762912,0.0002534531,0.00004315434,0.0005616268,0.00006808476,0.00146837,0.0002970281,0.0003454203,0.00001157653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150589,"about_ca_system_score_gemma":0.00008788519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002879785,"about_ca_topic_score_gemma":0.000007523196,"domain_scores_codex":[0.9975511,0.0002313122,0.000781407,0.0003692113,0.0006217321,0.0004452386],"domain_scores_gemma":[0.9985132,0.00004425273,0.0005009033,0.0003624684,0.0004752723,0.000103909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006044416,0.0002087124,0.6722454,0.001275889,0.0008844725,0.002382815,0.263014,0.0127679,0.00103953,0.0381195,0.00008799459,0.007369334],"study_design_scores_gemma":[0.007800518,0.0005366336,0.4225195,0.002051563,0.00008285207,0.0003049932,0.004660133,0.5573221,0.002864857,0.0003978724,0.00003316767,0.001425837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4868002,0.000007083667,0.5120247,0.00003045642,0.00006280725,0.000315522,0.0001029276,0.0004156258,0.0002407376],"genre_scores_gemma":[0.9954208,2.186914e-7,0.004349405,0.0000392714,0.00002380844,0.00008564259,0.00003804611,0.0000153341,0.00002747181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5445542,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753458064424109,"score_gpt":0.2416375010298141,"score_spread":0.224102920385573,"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."}}