{"id":"W207390160","doi":"10.15173/m.v1i4.623","title":"LDL, HDL, and the Battle Against Heart Disease","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Battle; Disease; Medicine; Internal medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005322,0.0001283139,0.000276951,0.00002855191,0.0001685771,0.00002767448,0.0001122374,0.0000313349,0.0001127558],"category_scores_gemma":[0.0005725095,0.00006044313,0.0002030751,0.00009839617,0.0003793649,0.00006786794,0.00006127538,0.0001759696,0.0002530054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000234049,"about_ca_system_score_gemma":0.0001070509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004262691,"about_ca_topic_score_gemma":0.000008394199,"domain_scores_codex":[0.9989699,0.0001660456,0.0001248626,0.0001363509,0.0002731371,0.0003297683],"domain_scores_gemma":[0.9986312,0.0002517652,0.00002972828,0.0006947202,0.00002845271,0.0003641025],"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":[0.001912086,0.00169293,0.07250928,0.000707364,0.002211663,0.00002187952,0.0224719,0.000005100767,0.0006109597,0.005822475,0.3169213,0.5751131],"study_design_scores_gemma":[0.002066758,0.00002939512,0.4068275,0.00006608738,0.0006225245,0.00002959139,0.001123417,0.00001381328,0.0005299321,0.0002231253,0.5883081,0.000159745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498669,0.02744877,0.000009360318,0.01862427,0.001111567,0.0005498723,0.00000648917,0.00004512938,0.002337635],"genre_scores_gemma":[0.9924507,0.0002200186,0.00006896378,0.004056438,0.00194067,0.0001094951,0.000007698012,0.00002694156,0.001119106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5749533,"threshold_uncertainty_score":0.3251957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140925101018312,"score_gpt":0.2474380068855803,"score_spread":0.2360287558753972,"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."}}