{"id":"W4396501868","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4863","title":"Air Pollution Education: A Novel Curriculum for Pulmonary and Critical Care Fellows","year":2024,"lang":"en","type":"article","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Pollution; Air pollution; Medical education; Computer science; Environmental science; Engineering management; Engineering; Medicine; Sociology; Pedagogy; Chemistry","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":[0.002588348,0.0007336792,0.0003733028,0.0006518116,0.003286151,0.002528944,0.001480009,0.003756731,0.02285866],"category_scores_gemma":[0.004687548,0.0003416829,0.0006549212,0.0002274993,0.001178341,0.001600961,0.008853721,0.004393761,0.004056314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127867,"about_ca_system_score_gemma":0.009748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304185,"about_ca_topic_score_gemma":0.008156068,"domain_scores_codex":[0.998794,0.0002846954,0.00005757907,0.0001802584,0.0003014414,0.0003819526],"domain_scores_gemma":[0.9944733,0.0003912684,0.0002042494,0.0001272902,0.0005098663,0.004293986],"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":[0.0003246399,0.01030335,0.009614382,0.0007415366,0.00002526443,0.002224544,0.004436005,0.002041155,0.01103269,0.02379822,0.5188962,0.416562],"study_design_scores_gemma":[0.0003879018,0.002508824,0.03280323,0.0017197,0.0000476506,0.003165899,0.01228565,0.003053959,0.004697784,0.04754897,0.8916368,0.0001434855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.2289475,0.005031299,0.0503972,0.4448095,0.04247823,0.00262998,0.0004133326,0.001390058,0.2239029],"genre_scores_gemma":[0.5170059,0.007068886,0.1244225,0.09603173,0.0150544,0.003662638,0.0006922542,0.0004020254,0.2356598],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02285866,"threshold_uncertainty_score":0.07646978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192098696980872,"score_gpt":0.3539725040327169,"score_spread":0.3220515170629082,"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."}}