{"id":"W7117440269","doi":"","title":"Possible algorithms for determining adverse reactions caused by food supplements in Romania","year":2021,"lang":"ru","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Antibiotics; Surgical procedures; Antibiotic prophylaxis; Adverse effect; Health care; Surgical wound; MEDLINE; Incidence (geometry)","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":[0.003056751,0.001126092,0.0009017002,0.008991945,0.0006702534,0.002419471,0.001224225,0.00100266,0.009360872],"category_scores_gemma":[0.01911348,0.0002471429,0.002696553,0.003849071,0.0002740099,0.001192983,0.00110078,0.000646584,0.002119277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171789,"about_ca_system_score_gemma":0.002880189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008934559,"about_ca_topic_score_gemma":0.007447146,"domain_scores_codex":[0.9972451,0.0006073902,0.0009271401,0.0004720245,0.0005813273,0.0001670144],"domain_scores_gemma":[0.9935272,0.002946148,0.001234686,0.0002303044,0.001898826,0.0001628937],"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":[0.001412005,0.0003623633,0.4855341,0.008484508,0.0008143275,0.0039041,0.0006422624,0.007742195,0.001571408,0.003273057,0.03217696,0.4540826],"study_design_scores_gemma":[0.0006030879,0.001680166,0.5439078,0.01245516,0.006914361,0.01966725,0.00561826,0.1749784,0.01133728,0.02690786,0.1955088,0.0004214844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4301106,0.0857188,0.2190619,0.01401457,0.002091904,0.01693857,0.149196,0.006741384,0.07612633],"genre_scores_gemma":[0.6165108,0.02444309,0.2865435,0.001615927,0.0004196209,0.005043079,0.05853245,0.0001060563,0.006785532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009360872,"threshold_uncertainty_score":0.03131527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2596343553895404,"score_gpt":0.558985894065143,"score_spread":0.2993515386756025,"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."}}