{"id":"W2547035332","doi":"10.1177/2047487316677115","title":"Seeking ‘meta guidelines’ for lipids","year":2016,"lang":"en","type":"letter","venue":"European Journal of Preventive Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine","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":[0.04096003,0.001725164,0.005575916,0.004230041,0.004314295,0.008705247,0.003898298,0.09664521,0.009271609],"category_scores_gemma":[0.2643816,0.002341696,0.005573463,0.003685168,0.004795684,0.006834505,0.005532252,0.066915,0.01029809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005096962,"about_ca_system_score_gemma":0.01237133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003473147,"about_ca_topic_score_gemma":0.009947021,"domain_scores_codex":[0.945598,0.02235431,0.01651457,0.002739601,0.01053874,0.002254849],"domain_scores_gemma":[0.7667648,0.1581227,0.02071602,0.01148474,0.02732249,0.01558934],"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":[0.00009516313,0.00002819003,0.0004867432,0.0004232471,0.0001807645,0.0008554703,0.0001678921,0.00005106084,0.0001155902,0.002352948,0.982961,0.01228193],"study_design_scores_gemma":[0.001675652,0.0001269929,0.001649571,0.007470777,0.0008953023,0.002421461,0.0002562916,0.0006388745,0.0003701004,0.03511572,0.9491506,0.0002286546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009976415,0.00169676,0.0002507669,0.9724388,0.0238213,0.0000358526,0.0001086728,0.00003867832,0.001509435],"genre_scores_gemma":[0.0008362285,0.0007393421,0.0008721055,0.9438127,0.05229321,0.0001056341,0.00005879062,0.00003145887,0.001250565],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09664521,"threshold_uncertainty_score":0.2166199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007821048337808,"score_gpt":0.3391200301624858,"score_spread":0.238337925328705,"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."}}