{"id":"W2165585270","doi":"10.1136/jech-2013-203116","title":"A systematic review of air pollution and incidence of out-of-hospital cardiac arrest","year":2013,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Incidence (geometry); Medicine; Air pollution; Emergency medicine; Intensive care medicine; Environmental science; Medical emergency; Mathematics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04278007,0.0003344279,0.009059075,0.0001378531,0.0001799474,0.000001571966,0.0008501793,0.0003626819,0.00004429527],"category_scores_gemma":[0.01792623,0.0002320417,0.0007086698,0.0002828895,0.0008326275,0.0002086855,0.000385046,0.001906467,0.00001393517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006384953,"about_ca_system_score_gemma":0.0007964418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006679213,"about_ca_topic_score_gemma":0.0002688853,"domain_scores_codex":[0.9686952,0.02370829,0.006627093,0.0001722686,0.0003453863,0.0004518293],"domain_scores_gemma":[0.9734538,0.008387329,0.01649228,0.001060656,0.0001247973,0.0004811891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004932119,0.0001554568,0.0004697792,0.9642698,0.0001436778,4.504625e-7,0.0005649845,0.000004312399,9.377701e-8,0.000146079,0.004796721,0.02944367],"study_design_scores_gemma":[0.0001146203,0.001887804,0.002207496,0.9587691,0.0007946777,0.00003537283,0.0002370576,0.000005040205,1.42693e-7,0.0005979548,0.03516555,0.000185153],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003570704,0.9940287,0.0002012001,0.002968834,0.0006833373,0.001622598,0.0000605523,0.000003948615,0.00007369346],"genre_scores_gemma":[0.0003457351,0.9942031,0.002799011,0.002547818,0.00005504299,0.00001510461,0.00001079517,0.00001630784,0.000007113843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03036883,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1630572334001464,"score_gpt":0.4482070581146597,"score_spread":0.2851498247145133,"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."}}