{"id":"W4404667933","doi":"10.1111/jce.16498","title":"Air Pollution and Its Impact in Electrophysiology","year":2024,"lang":"en","type":"editorial","venue":"Journal of Cardiovascular Electrophysiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cardiac electrophysiology; Electrophysiology; Air pollution; Internal medicine","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":[0.0006801751,0.0004336377,0.0003848462,0.0006443596,0.0003526003,0.001757297,0.0004511923,0.001127706,0.007241404],"category_scores_gemma":[0.001756266,0.0001105249,0.0004093327,0.0006515728,0.0006066103,0.00086949,0.0007939136,0.001367003,0.001432473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005320495,"about_ca_system_score_gemma":0.0007109685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963538,"about_ca_topic_score_gemma":0.001848969,"domain_scores_codex":[0.9994193,0.0001731568,0.00004172155,0.0001211546,0.0001844772,0.00006025737],"domain_scores_gemma":[0.9991373,0.0003349048,0.0001873972,0.00003221422,0.000218758,0.0000894627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009810852,0.0006253938,0.07423141,0.005443708,0.0005209832,0.003447758,0.001016551,0.001576682,0.01244625,0.02398911,0.07456841,0.8011526],"study_design_scores_gemma":[0.00007742549,0.001651142,0.3977578,0.008345538,0.0005384185,0.01473737,0.001639827,0.001492867,0.002913272,0.06790995,0.5027734,0.0001630692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.02887876,0.9119381,0.002876346,0.02291636,0.003056238,0.00003405958,0.0006866946,0.00008879646,0.02952459],"genre_scores_gemma":[0.301891,0.6671494,0.002302826,0.006377473,0.01131095,0.00006750018,0.0006765185,0.00004710865,0.01017724],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007241404,"threshold_uncertainty_score":0.02422488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007306678835679881,"score_gpt":0.2855169404589139,"score_spread":0.278210261623234,"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."}}