{"id":"W6931322735","doi":"10.5281/zenodo.4041842","title":"JuliaGraphs/MetaGraphs.jl: MetaGraphs v0.6.6","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Dependency (UML); Upper and lower bounds; Product (mathematics); Frame (networking)","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":[0.003714924,0.003771627,0.001611999,0.003756627,0.001035387,0.005495755,0.005370375,0.003332796,0.3083094],"category_scores_gemma":[0.01607118,0.005103088,0.00453436,0.002266926,0.0008330497,0.007324231,0.005743991,0.004235962,0.2147352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596112,"about_ca_system_score_gemma":0.002314735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016878,"about_ca_topic_score_gemma":0.01219546,"domain_scores_codex":[0.9974129,0.0004870479,0.0002396743,0.0005425587,0.0009452049,0.000372568],"domain_scores_gemma":[0.9931263,0.002745968,0.0003124785,0.002175048,0.001320568,0.0003197069],"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":[0.0004206385,0.00007018448,0.001083534,0.001394064,0.0001429267,0.0001103172,0.0001251532,0.002390878,0.002510038,0.01831835,0.9208034,0.05263054],"study_design_scores_gemma":[0.0004179568,0.00004561779,0.0008090321,0.000452792,0.00009002774,0.0002030475,0.00005040667,0.01069038,0.01093439,0.02792033,0.9482582,0.0001277992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009442025,0.0006970125,0.1064752,0.0009553025,0.0004692149,0.0002658708,0.06524675,0.7857606,0.03918573],"genre_scores_gemma":[0.02280209,0.0009979787,0.1222987,0.002268543,0.0003061348,0.0008011562,0.1597008,0.6425539,0.04827079],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3083094,"threshold_uncertainty_score":0.9866126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631501388561232,"score_gpt":0.2572601384919748,"score_spread":0.2209451246063625,"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."}}