{"id":"W4392107897","doi":"10.15173/m.v1i4.621","title":"Neglected Diseases","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005245312,0.00007807294,0.0001732955,0.00003795986,0.0001177098,0.000001275243,0.00005974076,0.00002700501,0.0002279541],"category_scores_gemma":[0.0001853817,0.00004179631,0.00005031521,0.0001107262,0.0001833194,0.00002761344,0.00002320968,0.0001117083,0.0004966473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003843406,"about_ca_system_score_gemma":0.000100079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005164205,"about_ca_topic_score_gemma":3.388065e-7,"domain_scores_codex":[0.9994131,0.00003987368,0.000102875,0.00007080883,0.0001257168,0.000247567],"domain_scores_gemma":[0.9993371,0.0001022853,0.00002927429,0.0002860015,0.00002912176,0.0002161844],"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":[0.00004553513,0.0002025824,0.06013524,0.00003329388,0.00007883782,0.000006079322,0.001763594,6.133912e-9,0.0005242498,0.0003783813,0.9359345,0.0008976798],"study_design_scores_gemma":[0.0004390531,0.00004232366,0.2703345,0.00002011046,0.0003072307,0.0001356688,0.001534016,0.00000113991,0.0002796823,0.00002957016,0.726808,0.00006881876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870041,0.0308497,0.00001674919,0.01795193,0.002055285,0.0002711785,0.000002140545,0.0001161956,0.07869583],"genre_scores_gemma":[0.9653703,0.00008349051,0.00007199774,0.02900385,0.001213549,0.0000389609,0.00000741911,0.00001275253,0.004197671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2101992,"threshold_uncertainty_score":0.6383562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753894712375052,"score_gpt":0.288927913971292,"score_spread":0.2713889668475414,"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."}}