{"id":"W1971760173","doi":"10.1136/bmj.g40","title":"Where there's smoke . . .","year":2014,"lang":"en","type":"letter","venue":"BMJ","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Air pollution; Beijing; Environmental health; Air quality index; Pollution; Population; Medicine; Particulates; International agency; Disease; Disease burden; China; Burden of disease; Environmental protection; Environmental science; Geography; Meteorology; Cancer; Pathology","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":[0.001299661,0.0004342406,0.0009175832,0.0005883603,0.002860639,0.001845419,0.0007711407,0.01151816,0.01074377],"category_scores_gemma":[0.008431319,0.0004113957,0.0006761344,0.0006619365,0.001607231,0.002619006,0.0008840397,0.01483525,0.007909158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010293,"about_ca_system_score_gemma":0.001819875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399972,"about_ca_topic_score_gemma":0.01688132,"domain_scores_codex":[0.9987994,0.000331246,0.0001232863,0.0001488593,0.0004224047,0.0001747519],"domain_scores_gemma":[0.9978086,0.0006783104,0.0002654041,0.0001001175,0.0005812474,0.0005662704],"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":[0.00009433883,0.00008905454,0.01009426,0.0002033388,0.00004655889,0.004569276,0.000504908,0.00002634881,0.0004048505,0.002018518,0.9374889,0.04445975],"study_design_scores_gemma":[0.00018977,0.0002520296,0.02708957,0.001931687,0.00009047186,0.01344371,0.00234593,0.0003168944,0.0002922022,0.01122163,0.94274,0.00008608862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001940194,0.003861415,0.00008699592,0.9766461,0.01208464,0.00002085051,0.00008140742,0.00002402255,0.005254349],"genre_scores_gemma":[0.01574584,0.007579289,0.0002081561,0.9310145,0.03642574,0.00003598332,0.00006767985,0.00002029871,0.008902494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01399972,"threshold_uncertainty_score":0.03594148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07396264409706066,"score_gpt":0.3387512330023428,"score_spread":0.2647885889052822,"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."}}