{"id":"W1844444309","doi":"10.1186/s40709-015-0033-4","title":"Safe usage of cosmetics in Bangladesh: a quality perspective based on microbiological attributes","year":2015,"lang":"en","type":"review","venue":"Journal of Biological Research - Thessaloniki","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cosmetics; Quality (philosophy); Environmental health; Human health; Biotechnology; Business; Toxicology; Medicine; Biology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004837425,0.0007213617,0.0007705358,0.002617923,0.0003037109,0.001081104,0.0005313924,0.0008406242,0.003095346],"category_scores_gemma":[0.0005899764,0.0002475161,0.0004207939,0.002115074,0.0005010133,0.001130349,0.0004855528,0.0008280192,0.000805637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005795877,"about_ca_system_score_gemma":0.0009967667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710601,"about_ca_topic_score_gemma":0.003834225,"domain_scores_codex":[0.9996513,0.00006094768,0.00006111211,0.0000428583,0.0001527664,0.00003098325],"domain_scores_gemma":[0.9996276,0.0001516646,0.00007790149,0.000009567487,0.0001137693,0.00001937467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007575189,0.00008213996,0.001014314,0.04761215,0.0001160737,0.0007194217,0.0003676851,0.0005337014,0.01763415,0.005495404,0.01078185,0.9155673],"study_design_scores_gemma":[0.00001141612,0.0003472367,0.006199054,0.008396404,0.0002112453,0.00416036,0.000713085,0.0001603363,0.007132078,0.002071437,0.9705484,0.00004906183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009421332,0.9959717,0.0001941375,0.0003234463,0.0001046592,0.00000828388,0.00003194648,0.00000450367,0.002419122],"genre_scores_gemma":[0.005273646,0.9932347,0.0003457427,0.0001303981,0.00005155575,0.000006605148,0.00002666858,0.00000120302,0.0009295146],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003095346,"threshold_uncertainty_score":0.010355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4950791056221787,"score_gpt":0.5223615309973141,"score_spread":0.02728242537513542,"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."}}