{"id":"W4231733173","doi":"10.1080/08998280.2016.11929508","title":"Reader Comments","year":2016,"lang":"en","type":"article","venue":"Baylor University Medical Center Proceedings","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Computer science; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001183568,0.0001406817,0.0002090517,0.0001030769,0.00009499319,0.00000777214,0.0001653505,0.000142808,0.001004422],"category_scores_gemma":[0.0001673577,0.00009217487,0.00009317107,0.0001408735,0.0001419264,0.0001758915,0.0001193934,0.0001367061,0.0002910385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381724,"about_ca_system_score_gemma":0.00006072343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001991582,"about_ca_topic_score_gemma":0.000001674118,"domain_scores_codex":[0.9987094,0.000008341168,0.0001164154,0.0002834703,0.0005492186,0.0003331289],"domain_scores_gemma":[0.999163,0.00003404978,0.00004760349,0.00009751183,0.00009538478,0.0005624367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007719776,0.0008394967,0.8875975,0.00007650549,0.0002318434,0.000498568,0.000444252,1.147736e-9,0.0009469163,0.001609663,0.08134122,0.02564204],"study_design_scores_gemma":[0.02692974,0.0007297797,0.1723716,0.001833367,0.0002088287,0.0004921399,0.0009302176,0.00003096232,0.00281085,0.00008743307,0.7931458,0.0004293196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923232,0.00001840875,0.0002587398,0.02111989,0.0002004129,0.0002145106,0.00001839096,0.0002278922,0.05470973],"genre_scores_gemma":[0.9824288,0.00008539161,0.000263562,0.001652937,0.0001163449,6.311635e-7,0.000008899609,0.00001518473,0.01542826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7152259,"threshold_uncertainty_score":0.9999088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508442694298576,"score_gpt":0.2375333553984029,"score_spread":0.2224489284554171,"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."}}