{"id":"W810803440","doi":"","title":"Contextual determinants of chronic diseases: cardiovascular disease and cancer","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Disease; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004472773,0.0003028275,0.0006995858,0.0001701317,0.00007543463,0.00001166354,0.0001356393,0.0002968719,0.008250965],"category_scores_gemma":[0.00001621561,0.0002799203,0.0004590963,0.0002123961,0.0001358327,0.00006896532,0.00004711019,0.0002112034,0.00001088744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154896,"about_ca_system_score_gemma":0.0003836073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003648209,"about_ca_topic_score_gemma":0.0003258901,"domain_scores_codex":[0.9987014,0.00007044488,0.0002047796,0.0004636165,0.0003092119,0.0002505447],"domain_scores_gemma":[0.9989766,0.00002373772,0.0001655327,0.000350569,0.0001213462,0.0003621888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002392956,0.0001308704,0.03540215,0.003987294,0.003319415,0.0007645448,0.0002110689,0.00002396539,0.0001607129,0.0000362722,0.0005012042,0.9530696],"study_design_scores_gemma":[0.01069996,0.0006611978,0.2059978,0.006226168,0.02500914,0.00002279874,0.002943785,0.001178259,0.0005482091,0.00001809512,0.7455913,0.001103354],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7895126,0.06365694,0.00003877629,0.0000576548,0.00119877,0.001505752,0.000330052,0.0001159924,0.1435835],"genre_scores_gemma":[0.5574571,0.003337445,0.00001282786,0.00002684003,0.0001647425,0.000003013542,0.0002801267,0.00005478664,0.4386631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9519662,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007945838776280635,"score_gpt":0.2171217585246788,"score_spread":0.2091759197483981,"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."}}