{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117216,0.002513259,0.001011813,0.00483913,0.001094325,0.00156771,0.002518104,0.002330795,0.02839652],"category_scores_gemma":[0.005423254,0.0005336875,0.001103806,0.00427617,0.0005481764,0.001518145,0.002204557,0.001567089,0.04446181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553637,"about_ca_system_score_gemma":0.002225492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04292266,"about_ca_topic_score_gemma":0.1074825,"domain_scores_codex":[0.9986511,0.0003098375,0.0001312603,0.0003405078,0.0003634791,0.0002037685],"domain_scores_gemma":[0.9977367,0.0005773019,0.0002381371,0.0005107061,0.0005631616,0.0003739455],"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":[0.00008992344,0.00004225252,0.001361297,0.0004310673,0.00003312165,0.00005011575,0.00003405618,0.0002722119,0.00026022,0.0003921553,0.9935563,0.003477244],"study_design_scores_gemma":[0.0003010028,0.00008575489,0.01227658,0.0003306144,0.00007181651,0.0003215347,0.0002301396,0.002279982,0.001131077,0.001502444,0.9814021,0.00006696845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009180672,0.000223247,0.0001332865,0.0002286569,0.00009244496,0.00002631229,0.9963803,0.0006779669,0.001319837],"genre_scores_gemma":[0.001119087,0.00008005254,0.0003735555,0.00012529,0.00002738632,0.00004287631,0.9971209,0.00004905438,0.001061735],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9716035,"threshold_uncertainty_score":0,"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."}}