{"id":"W2357803626","doi":"","title":"Consideration on Risk Communication Method in the Drug Risk Management","year":2010,"lang":"en","type":"article","venue":"Zhongguo yaofang","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Risk communication; Risk analysis (engineering); China; Risk assessment; IT risk management; Business; Computer science; Computer security; Political science; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.00194469,0.0001317187,0.0001847639,0.0001172458,0.0001752468,0.00005029584,0.0002482405,0.00004983395,0.0001418787],"category_scores_gemma":[0.000537721,0.00009640933,0.00006865911,0.0002240773,0.00006413381,0.00009352928,0.00007372751,0.0006308953,0.0002420785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003398171,"about_ca_system_score_gemma":0.00002335164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003942636,"about_ca_topic_score_gemma":0.001435363,"domain_scores_codex":[0.9983205,0.0006718417,0.0002578756,0.0002547711,0.0003125926,0.0001824669],"domain_scores_gemma":[0.9978133,0.0006145833,0.000166646,0.001295656,0.00004921491,0.00006053009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005163198,0.001239098,0.5773665,0.0001744452,0.000328074,0.0002050812,0.005946062,0.0004266618,0.0008154193,0.02669727,0.08324659,0.3030385],"study_design_scores_gemma":[0.001675381,0.00004850139,0.9414148,0.0001087129,0.0001747382,0.00001757174,0.0008849287,0.002074308,0.0004616712,0.00324125,0.04970146,0.0001967043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453227,0.0002587108,0.001484214,0.003157753,0.0002863287,0.001441472,0.0001840516,0.0001709302,0.04769386],"genre_scores_gemma":[0.9756699,0.0003092151,0.02223341,0.001093766,0.00008083261,0.00008602945,0.0002123719,0.00001933742,0.0002951907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3640483,"threshold_uncertainty_score":0.3931458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009234969170051385,"score_gpt":0.3085697309949834,"score_spread":0.299334761824932,"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."}}