{"id":"W6930940022","doi":"10.5281/zenodo.1662320","title":"ME-ICA/tedana: 0.0.5","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Documentation; Python (programming language); Debugging; Merge (version control); Disk formatting; Commit","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":[0.002830171,0.003333761,0.001573606,0.00256148,0.001227796,0.006693086,0.007280394,0.002595556,0.493005],"category_scores_gemma":[0.01568166,0.004749332,0.003529048,0.001533319,0.0008800165,0.00625961,0.004900243,0.006802047,0.5893473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439413,"about_ca_system_score_gemma":0.002330502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005503817,"about_ca_topic_score_gemma":0.005186826,"domain_scores_codex":[0.9983951,0.0001915039,0.000161887,0.0004127163,0.0006043033,0.0002344878],"domain_scores_gemma":[0.99358,0.001159796,0.0002693453,0.001880194,0.002703442,0.000407257],"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":[0.0001575292,0.00002467718,0.0002563771,0.0002910003,0.0000402386,0.00006957821,0.0001158167,0.0003999532,0.001577124,0.001990779,0.9703523,0.02472465],"study_design_scores_gemma":[0.0001505168,0.00004524008,0.0009845317,0.0002551242,0.00005644859,0.0003444704,0.00007785939,0.002975255,0.01049066,0.005161303,0.9792748,0.0001838419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004417172,0.0001623836,0.05668173,0.0002875545,0.0006156542,0.000114442,0.03460335,0.8834456,0.02364761],"genre_scores_gemma":[0.003708414,0.0002005844,0.04813538,0.0009567424,0.0001906676,0.0003305902,0.07067131,0.8318969,0.04390941],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.493005,"threshold_uncertainty_score":0.7231668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269070957868524,"score_gpt":0.2675660366044411,"score_spread":0.2348753270257558,"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."}}