{"id":"W2991999114","doi":"10.71781/31519","title":"Lipotoxicity in diabetic cardiomyopathy","year":2018,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut de Cardiologie de Montréal; Fondation Institut de Cardiologie de Montréal; Heart and Stroke Foundation of Canada","keywords":"Lipotoxicity; Diabetic cardiomyopathy; Cardiomyopathy; Cardiology; Internal medicine; Medicine; Diabetes mellitus; Heart failure; Endocrinology; Insulin resistance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007406129,0.0004323722,0.000454752,0.0009509157,0.0004456968,0.00075115,0.000247231,0.0006131957,0.002987821],"category_scores_gemma":[0.0003456768,0.0001941156,0.0005558385,0.0005513516,0.0003499932,0.0004113661,0.0008109037,0.0007683241,0.0004654688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000529697,"about_ca_system_score_gemma":0.0003078164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000494467,"about_ca_topic_score_gemma":0.000402987,"domain_scores_codex":[0.9998345,0.00004511242,0.00002433001,0.00002983208,0.00002965652,0.00003651309],"domain_scores_gemma":[0.999742,0.00003518411,0.00009007021,0.00002512429,0.00004464501,0.00006291645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01505522,0.001653649,0.1886881,0.005474171,0.0009477319,0.01805218,0.001285958,0.001312976,0.4627062,0.01351698,0.005213893,0.2860928],"study_design_scores_gemma":[0.001128309,0.008131678,0.7012697,0.002165794,0.001519402,0.0330301,0.001881943,0.00273984,0.1153742,0.0229795,0.1095914,0.0001881924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7656625,0.2052206,0.003200183,0.002642359,0.0008489035,0.0002056173,0.000797441,0.00009028868,0.02133211],"genre_scores_gemma":[0.9339966,0.05468553,0.001254546,0.001451893,0.0005577016,0.0001458059,0.000871546,0.00001538576,0.007021098],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002987821,"threshold_uncertainty_score":0.009995282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005064783345461096,"score_gpt":0.1810290380798059,"score_spread":0.1759642547343448,"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."}}