{"id":"W2991889547","doi":"10.23645/epacomptox.11310467.v1","title":"An Update on Public Tools for Prediction of Endocrine Hazard and Risk","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hazard; Risk assessment; Computer science; Risk analysis (engineering); Medicine; Computer security; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02058282,0.002212406,0.002309128,0.007213939,0.0006318017,0.007679994,0.004197045,0.003738824,0.02359499],"category_scores_gemma":[0.0647174,0.0009703781,0.002210302,0.005482913,0.001406649,0.007114039,0.002830214,0.004829341,0.0168149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496406,"about_ca_system_score_gemma":0.004835955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02083622,"about_ca_topic_score_gemma":0.02056417,"domain_scores_codex":[0.9925984,0.001837736,0.001067286,0.0006975098,0.003553885,0.0002452023],"domain_scores_gemma":[0.9219127,0.0385267,0.002948307,0.005824636,0.02846165,0.002326116],"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":[0.0001848176,0.0001017305,0.003076098,0.001602541,0.0002128372,0.00009097226,0.0001115229,0.0008205999,0.0002793162,0.005231372,0.4848344,0.5034537],"study_design_scores_gemma":[0.00004891391,0.00005491729,0.002841253,0.002733789,0.000268717,0.0002223775,0.00009354941,0.001103109,0.0004333575,0.005433912,0.9867003,0.00006584893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005515716,0.4788714,0.09081212,0.2320817,0.03936194,0.0004216228,0.07018656,0.01753383,0.0652152],"genre_scores_gemma":[0.05919283,0.5506783,0.1800424,0.05364657,0.02650585,0.001354298,0.08113331,0.004069749,0.04337674],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02359499,"threshold_uncertainty_score":0.1088536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419363015307454,"score_gpt":0.3101378246214128,"score_spread":0.2859441944683382,"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."}}