{"id":"W2017054164","doi":"10.7326/0003-4819-156-2-201201170-02005","title":"Review: Interventions to reduce or modify dietary fat reduce cardiovascular events","year":2012,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Weight loss; Mediterranean diet; Randomized controlled trial; Cardiovascular health; Psychological intervention; Internal medicine; Disease; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004511893,0.002095649,0.006789926,0.004842159,0.0006186807,0.002953158,0.002568178,0.002909626,0.0265756],"category_scores_gemma":[0.03070715,0.0007932312,0.005344267,0.006601907,0.000723739,0.002398902,0.0011584,0.002411495,0.004462968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002885178,"about_ca_system_score_gemma":0.005892345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004554081,"about_ca_topic_score_gemma":0.009208496,"domain_scores_codex":[0.9959806,0.001462468,0.0008591208,0.0002932166,0.001228868,0.0001756482],"domain_scores_gemma":[0.9877447,0.007834963,0.001874663,0.0002086812,0.002063043,0.0002738097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004914772,0.00003620552,0.0002325818,0.7271593,0.004885577,0.0001212043,0.0001027298,0.0001357383,0.0002281998,0.0005027224,0.1241248,0.1419795],"study_design_scores_gemma":[0.0009979195,0.0003319012,0.002758772,0.6813071,0.02356902,0.0004090435,0.0001314464,0.0001100139,0.0003152261,0.001011604,0.2890017,0.00005620276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001251906,0.9927296,0.0001010699,0.001886296,0.002482872,0.0004360622,0.0005003198,0.00003327257,0.001705365],"genre_scores_gemma":[0.001983965,0.9923965,0.000222903,0.002753706,0.001044118,0.0003924891,0.0002753548,0.00001216202,0.0009186524],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0265756,"threshold_uncertainty_score":0.0889042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2131443588365406,"score_gpt":0.4550528624226871,"score_spread":0.2419085035861465,"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."}}