{"id":"W1688730913","doi":"10.25011/cim.v30i2.981","title":"Exploring patient demographic and clinical characteristics associated with lipid-lowering pharmacotherapy use in primary care","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University; McMaster University; Université de Montréal; St. Joseph’s Healthcare Hamilton","funders":"AstraZeneca","keywords":"Dyslipidemia; Medicine; Medical prescription; Hyperlipidemia; Pharmacotherapy; Pharmacy; Internal medicine; Medical record; Primary care; Population; Family medicine; Diabetes mellitus; Pharmacology; Environmental health; Endocrinology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005879298,0.000129563,0.0002449525,0.0007222497,0.0008692464,0.0006437706,0.000367603,0.0004512659,0.002244124],"category_scores_gemma":[0.003828911,0.0001852084,0.0002909412,0.001507029,0.0003521019,0.0002766839,0.0004050309,0.0005814764,0.0001625326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997256,"about_ca_system_score_gemma":0.003162999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3414024,"about_ca_topic_score_gemma":0.4475489,"domain_scores_codex":[0.9991431,0.0001610908,0.00009245444,0.0001209002,0.0002758193,0.0002065545],"domain_scores_gemma":[0.9970091,0.000609752,0.0009553616,0.00006066787,0.0005912727,0.0007739304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002271529,0.00002221808,0.999328,0.000005281399,0.000009880399,0.00002686824,0.00007407452,0.0000170341,0.00003029657,0.000004148724,0.0000914168,0.0003680738],"study_design_scores_gemma":[0.000002939173,0.00004852696,0.999463,0.00000405055,0.000005121455,0.00004815401,0.0002584414,0.0000963021,0.00001171668,0.000003640067,0.0000564353,0.000001690998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986718,0.0000924542,0.00003457503,0.0001369894,0.000002208757,0.00002524002,0.0005562034,0.000002640291,0.000478004],"genre_scores_gemma":[0.9995828,0.00003732098,0.00005328657,0.00004019624,0.000002862625,0.00001128487,0.00021447,5.41333e-7,0.00005718161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3414024,"threshold_uncertainty_score":0.6788303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2219155031977734,"score_gpt":0.3537299085572447,"score_spread":0.1318144053594713,"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."}}