{"id":"W2165740128","doi":"10.1503/cmaj.140138","title":"The risk of addressing only risks","year":2014,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Data science; Computer science; World Wide Web; Medicine; History; Ancient history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003963563,0.0006746482,0.0009238735,0.0006307492,0.002301216,0.002141277,0.001205872,0.02378535,0.02286112],"category_scores_gemma":[0.03699798,0.0003413365,0.001000425,0.0003528232,0.002908039,0.005665463,0.001718231,0.03479974,0.01314037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736276,"about_ca_system_score_gemma":0.002234074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216119,"about_ca_topic_score_gemma":0.00315217,"domain_scores_codex":[0.9968754,0.001254637,0.000217552,0.0003901283,0.0009290361,0.0003331945],"domain_scores_gemma":[0.9870566,0.008339961,0.0005522968,0.0004899771,0.001566283,0.001994898],"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":[0.00005264871,0.00004902272,0.000626107,0.0001122009,0.00002094696,0.001591263,0.0000865364,0.00006718247,0.0002376251,0.006484409,0.9516338,0.03903833],"study_design_scores_gemma":[0.0001050014,0.0001587417,0.001462752,0.001124955,0.00004357489,0.01105732,0.0005022147,0.0003605497,0.0002866829,0.04120104,0.9436166,0.0000805056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002336958,0.003382055,0.0002370655,0.9795262,0.01196831,0.000006274046,0.0000281923,0.00002593738,0.00459242],"genre_scores_gemma":[0.005175103,0.004447724,0.0004650098,0.9349304,0.05021888,0.00002072718,0.00003320093,0.0000258801,0.004683067],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02378535,"threshold_uncertainty_score":0.07647806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157069033638407,"score_gpt":0.2743974833536749,"score_spread":0.2586905799898342,"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."}}