{"id":"W2397638919","doi":"10.5339/qfarc.2016.hbsp3326","title":"Decision-Analytic Modeling in the Economic Evaluations of Systemic Antifungals for the Prophylaxis against Invasive Fungal Infections – A Thematic Systematic Review","year":2016,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"EconLit; Systematic review; Economic evaluation; Data extraction; MEDLINE; Intensive care medicine; Medicine; Pharmacoeconomics; Clinical study design; Clinical trial; Pathology; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0119526,0.0002539037,0.0008818335,0.0004023871,0.000481422,0.0001724053,0.0007168236,0.0001299317,0.0003431628],"category_scores_gemma":[0.03066587,0.0001217365,0.0002459179,0.0007193894,0.0004083828,0.0006992106,0.0001135049,0.0003927115,0.0005194751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006533696,"about_ca_system_score_gemma":0.002108306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270382,"about_ca_topic_score_gemma":0.0002340853,"domain_scores_codex":[0.995865,0.0003174261,0.001400062,0.000571975,0.001315785,0.0005297686],"domain_scores_gemma":[0.9892647,0.004100574,0.0004929632,0.0007939527,0.005208476,0.0001393508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00191169,0.001845928,0.03396165,0.7922153,0.001835478,0.0000158951,0.03910764,0.0002381743,0.02464027,0.02651537,0.03745274,0.04025988],"study_design_scores_gemma":[0.004705888,0.003483294,0.003737332,0.6865625,0.002173753,0.0001671254,0.08679374,0.1985289,0.0006295234,0.0113915,0.0007246468,0.001101788],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914074,0.01380764,0.04074242,0.01462725,0.0003789467,0.03676165,0.0003581183,0.0001144132,0.001802121],"genre_scores_gemma":[0.9889325,0.007247363,0.0001426897,0.0001204428,0.0001043958,0.001733327,0.00001772879,0.0000263051,0.001675189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982908,"threshold_uncertainty_score":0.9774992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09576956516908619,"score_gpt":0.4084882101525606,"score_spread":0.3127186449834745,"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."}}