{"id":"W4398437871","doi":"10.7910/dvn/8yvinu","title":"MedRed","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002999322,0.0006594842,0.0007412019,0.0002840351,0.000117721,0.0001823603,0.0020529,0.0004701275,0.2362659],"category_scores_gemma":[0.001035093,0.000697001,0.0002240196,0.0004972201,0.0001796303,0.0003958116,0.0014031,0.0009786626,0.9970866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205356,"about_ca_system_score_gemma":0.0003260865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004255727,"about_ca_topic_score_gemma":0.0002373707,"domain_scores_codex":[0.9966493,0.0002086907,0.0005164645,0.001063149,0.0009442848,0.0006181231],"domain_scores_gemma":[0.9958373,0.00009112576,0.000402445,0.003061222,0.00008609721,0.0005218117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000122976,0.00008250249,7.521427e-7,0.0001559953,0.0002106756,0.0009436987,0.00001333442,0.00000146312,0.00009413683,0.00001352204,0.9983178,0.00004307885],"study_design_scores_gemma":[0.0007381235,0.0000475537,0.000007894103,0.00007559386,0.0004474225,0.00003353819,0.00002690395,0.0000128716,0.0000350619,0.0000121185,0.9978416,0.0007213154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[5.987895e-7,3.118996e-7,0.000004319608,0.000005006149,0.0009126303,0.000445439,0.9978429,0.0003604112,0.0004283719],"genre_scores_gemma":[6.14702e-7,0.0001235809,0.0002966564,0.001018055,0.0008299932,0.00004539262,0.9973084,0.0001594883,0.0002178125],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7608206,"threshold_uncertainty_score":0.9995481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596124945714084,"score_gpt":0.2565036221335167,"score_spread":0.2305423726763759,"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."}}