{"id":"W2442275618","doi":"10.7748/ns.20.27.20.s27","title":"A quick fix?","year":2006,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000248913,0.00008754786,0.0002415336,0.00005040188,0.00009314785,0.00001877904,0.000030659,0.00006334377,0.00009381655],"category_scores_gemma":[0.00001786915,0.00007380594,0.000156064,0.0001284679,0.00005879964,0.00003126807,0.000004052851,0.0001220099,0.00002819237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495899,"about_ca_system_score_gemma":0.0001655543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001582312,"about_ca_topic_score_gemma":0.000009924591,"domain_scores_codex":[0.9989612,0.00002379966,0.0001467095,0.0001731528,0.0004497702,0.0002454458],"domain_scores_gemma":[0.9994807,0.000006698235,0.00002672842,0.0003203586,0.00008055876,0.00008493702],"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":[0.001001375,0.0003767281,0.0063451,0.0002717239,0.0001289669,0.0002601751,0.0004756534,0.00002527332,0.003099476,0.0124701,0.1484996,0.8270459],"study_design_scores_gemma":[0.007090112,0.001254028,0.0963525,0.001521474,0.0003849075,0.0007607522,0.0003175213,0.00009357553,0.01601339,0.007971382,0.8677961,0.000444258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7547462,0.00536489,0.0161055,0.007516356,0.0007000035,0.0007827442,0.00003385422,0.0003582355,0.2143922],"genre_scores_gemma":[0.9938722,0.00001876169,0.003408495,0.0002735474,0.0008680774,0.000007372408,0.0000172623,0.00002322499,0.00151106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8266016,"threshold_uncertainty_score":0.3009719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739219158140317,"score_gpt":0.2845731340232492,"score_spread":0.2748339148651089,"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."}}