{"id":"W4406571860","doi":"10.1016/j.abdp.2023.08.006","title":"10.1016/j.abdp.2023.08.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009007576,0.0001509656,0.0002274256,0.0001281244,0.00007008752,0.00001634031,0.00009401175,0.00008528907,0.9915358],"category_scores_gemma":[0.00006341479,0.0001442901,0.00009989268,0.0003236486,0.00003059589,0.00008780647,0.00002519823,0.0002067345,0.9984281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145436,"about_ca_system_score_gemma":0.00008070609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000519698,"about_ca_topic_score_gemma":3.7475e-7,"domain_scores_codex":[0.9990038,0.00002071988,0.0001824121,0.0002547886,0.0002343952,0.0003038711],"domain_scores_gemma":[0.9991559,0.00004665194,0.00002542567,0.0004232879,0.00005539086,0.0002932899],"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":[0.0000276904,0.0001371644,1.791822e-7,0.000009804176,0.00004935387,0.00003941686,0.00001646092,0.0000261528,0.0009815544,0.000001377891,0.1775308,0.8211801],"study_design_scores_gemma":[0.0005533433,0.0000572775,0.0003034413,0.00004827946,0.00008533037,0.0001041998,0.000004138958,0.00007943064,0.0003041886,0.000003581475,0.9983077,0.0001490567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001064438,0.00002743977,5.278935e-7,0.001069387,0.000004268387,0.0002926668,0.00001586585,0.0002216165,0.9973038],"genre_scores_gemma":[0.0007712961,4.563598e-7,0.0001586172,0.0001210192,0.0003362287,0.00002327768,0.00003574427,0.00003860101,0.9985148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.821031,"threshold_uncertainty_score":0.5883978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923450502656144,"score_gpt":0.2112836061832389,"score_spread":0.2020491011566775,"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."}}