{"id":"W2023753543","doi":"10.1038/510s12a","title":"Perspective: Silent, but preventable, perils","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Perspective (graphical); 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":[0.003387838,0.0007989327,0.001094182,0.00051208,0.001437536,0.003355649,0.002030824,0.01125219,0.01473362],"category_scores_gemma":[0.007641313,0.0002054638,0.0005584078,0.0003145759,0.006453674,0.006324572,0.00184593,0.01702539,0.006001317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819997,"about_ca_system_score_gemma":0.003556128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000636,"about_ca_topic_score_gemma":0.002695069,"domain_scores_codex":[0.9985213,0.00044064,0.00009091933,0.0002983533,0.0004808066,0.0001680268],"domain_scores_gemma":[0.9926282,0.004152017,0.0004814169,0.0004289683,0.001412845,0.0008966073],"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":[0.0001985763,0.00007312385,0.0003720498,0.001035206,0.00005435466,0.0006598851,0.0002092587,0.0001721697,0.001516474,0.202757,0.7208672,0.07208481],"study_design_scores_gemma":[0.00005931222,0.00009095698,0.0004057621,0.0008610669,0.00005244173,0.001143172,0.0005430262,0.0001266177,0.0007994854,0.1814756,0.8144069,0.00003570633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006262237,0.06858424,0.001603615,0.877088,0.036205,0.000006466249,0.000220592,0.00009066529,0.01557525],"genre_scores_gemma":[0.04106229,0.129836,0.002432607,0.7145808,0.09450117,0.00004698497,0.0002904185,0.0000874738,0.0171622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01473362,"threshold_uncertainty_score":0.04928887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397790315818951,"score_gpt":0.2851941152566395,"score_spread":0.2712162120984499,"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."}}