{"id":"W2016549542","doi":"10.1159/000346381","title":"Warning about Warnings: Weighing Risk and Benefit When Information Is in a State of Flux","year":2013,"lang":"en","type":"review","venue":"Hormone Research in Paediatrics","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Food and drug administration; Agency (philosophy); Medicine; Affect (linguistics); Growth hormone; Human growth hormone; Psychology; Medical emergency; Endocrinology; Hormone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004515259,0.0005904423,0.002349999,0.005125309,0.0001376187,0.0001354923,0.0004136564,0.0007066423,0.00003124556],"category_scores_gemma":[0.001723775,0.0004936656,0.0003080099,0.003170419,0.0001958657,0.0009885795,0.0005250158,0.004127691,0.0001818206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818207,"about_ca_system_score_gemma":0.0007390124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702612,"about_ca_topic_score_gemma":0.00001370188,"domain_scores_codex":[0.9937578,0.0004227293,0.002337389,0.000593809,0.001657242,0.001230992],"domain_scores_gemma":[0.9960387,0.001323225,0.0009311532,0.0006388227,0.000607535,0.0004605177],"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":[0.00007418338,0.00009760966,0.005279112,0.01164929,0.00007801069,0.00004439765,0.00499162,0.00000145618,0.000001946783,0.00001944637,0.003578005,0.9741849],"study_design_scores_gemma":[0.002688544,0.001204178,0.0106614,0.00763853,0.0003979323,0.00004341643,0.0004522796,0.0008890099,0.00000835951,0.001477723,0.9737322,0.0008063856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03802404,0.9584269,0.00002611035,0.00006095399,0.000094216,0.002372944,0.0001251258,0.00003802616,0.000831688],"genre_scores_gemma":[0.002957952,0.9953503,0.0005951034,0.00002684037,0.0001831274,0.0002783081,0.0003025879,0.00008327341,0.0002224989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9733785,"threshold_uncertainty_score":0.9997515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06740549951935114,"score_gpt":0.3572565562873447,"score_spread":0.2898510567679935,"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."}}