{"id":"W2162616212","doi":"10.1042/cs20110449","title":"The causal exposure model of vascular disease","year":2011,"lang":"en","type":"article","venue":"Clinical Science","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Disease; Risk factor; Vascular disease; Diabetes mellitus; Arterial tree; Intensive care medicine; Apolipoprotein B; Internal medicine; Cardiology; Cholesterol; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.006437776,0.001778359,0.001418404,0.002569967,0.001185843,0.00285594,0.003371905,0.004650225,0.03948089],"category_scores_gemma":[0.01326512,0.0005870145,0.00235378,0.00182474,0.003475863,0.003900493,0.002112329,0.004004336,0.005873112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016315,"about_ca_system_score_gemma":0.003089251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113822,"about_ca_topic_score_gemma":0.004733133,"domain_scores_codex":[0.9954032,0.002256208,0.0001693015,0.0008513711,0.0008576979,0.0004621914],"domain_scores_gemma":[0.9910614,0.005903562,0.0009095261,0.0006221635,0.001038661,0.000464667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000152632,0.0001795082,0.00600937,0.0003306088,0.0002592641,0.0005392883,0.0003294201,0.009811813,0.0003113368,0.9513375,0.009121667,0.02161762],"study_design_scores_gemma":[0.0002976924,0.0002349671,0.002387791,0.0001495282,0.0003353548,0.001342376,0.0001948278,0.03275938,0.0001582052,0.9322233,0.02985745,0.00005925842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02823151,0.01101843,0.7187399,0.07497028,0.003590812,0.0009134174,0.007008232,0.000762956,0.1547645],"genre_scores_gemma":[0.6997204,0.02497265,0.09195364,0.01034426,0.005953061,0.002376069,0.003215007,0.0001459711,0.161319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03948089,"threshold_uncertainty_score":0.1320767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106435215017678,"score_gpt":0.3624568424428975,"score_spread":0.2560216274252196,"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."}}