{"id":"W4398500242","doi":"10.7910/dvn/8yvinu/wsc0ke","title":"MedRed_dev.txt","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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":[],"consensus_categories":[],"category_scores_codex":[0.001793642,0.003462306,0.001192174,0.003688014,0.001187886,0.002717485,0.003500419,0.00225812,0.1173426],"category_scores_gemma":[0.007622115,0.0009288347,0.0016968,0.003671708,0.0006875323,0.001816453,0.002303318,0.00216694,0.1452296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995408,"about_ca_system_score_gemma":0.002288691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505439,"about_ca_topic_score_gemma":0.03490561,"domain_scores_codex":[0.9983723,0.0002750504,0.0001533047,0.0004903878,0.000445903,0.000263036],"domain_scores_gemma":[0.9955031,0.001709523,0.0003020965,0.001213069,0.000841839,0.0004302917],"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":[0.00006967527,0.00002366518,0.0005270105,0.0002205485,0.00001333896,0.00001990033,0.00001191488,0.000197266,0.00008958665,0.0002811668,0.99683,0.001715941],"study_design_scores_gemma":[0.0004847394,0.00005620518,0.003774193,0.0001386649,0.00003035861,0.0001311439,0.00007442775,0.001694311,0.001704041,0.001944131,0.9899244,0.00004336069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003087006,0.00003866343,0.0001628725,0.000111773,0.000057292,0.00002068325,0.9948348,0.002578888,0.00188629],"genre_scores_gemma":[0.0006879052,0.0000256958,0.0005320149,0.00008090235,0.00001415024,0.000065598,0.9970636,0.0003871861,0.001143032],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1173426,"threshold_uncertainty_score":0.3925501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808343031711737,"score_gpt":0.2579622542083436,"score_spread":0.2398788238912262,"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."}}