{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01231183,0.002522551,0.001567142,0.002126486,0.003996389,0.009723539,0.003468921,0.0168904,0.2338184],"category_scores_gemma":[0.05661454,0.0007218988,0.002178493,0.001027041,0.003487358,0.01737931,0.008436128,0.02345994,0.1098732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643246,"about_ca_system_score_gemma":0.0114449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730055,"about_ca_topic_score_gemma":0.01010489,"domain_scores_codex":[0.9906657,0.002631346,0.0006429104,0.001077101,0.003647087,0.00133596],"domain_scores_gemma":[0.9696394,0.005669935,0.00123731,0.00188158,0.01118559,0.01038617],"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":[0.00002869836,0.00005806474,0.0001345376,0.0001416438,0.00001336359,0.0001170227,0.00006152577,0.00002901431,0.00004696408,0.003111168,0.9633632,0.03289474],"study_design_scores_gemma":[0.00004513272,0.00006600041,0.0003619145,0.001189753,0.00001983522,0.0002898443,0.0006200091,0.00004351051,0.00007218862,0.009783304,0.9874708,0.00003782779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000366234,0.01555043,0.003311591,0.833038,0.1096275,0.0001704243,0.0005846707,0.001026838,0.03632437],"genre_scores_gemma":[0.00502688,0.0220835,0.01424637,0.7702171,0.04539531,0.0005247729,0.001307054,0.0007207615,0.1404783],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2338184,"threshold_uncertainty_score":0.7822005,"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."}}