{"id":"W2989745709","doi":"10.1289/isee.2011.00869","title":"RETROSPECTIVE SPATIOTEMPORAL AIR POLLUTION EXPOSURE ASSESSMENT FOR A NATIONAL CANADIAN LUNG CANCER CASE-CONTROL STUDY","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of British Columbia","funders":"","keywords":"Exposure assessment; Air pollution; Environmental science; Pollution; Environmental health; Control area; Pollutant; Medicine; Control (management)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002707442,0.0005288964,0.0005354137,0.001985106,0.00173815,0.0009027331,0.00204143,0.000457897,0.001583291],"category_scores_gemma":[0.003720535,0.0004721475,0.0008804888,0.004728104,0.0003695111,0.0003194222,0.0007001925,0.0005835827,0.0002988743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418842,"about_ca_system_score_gemma":0.01943455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978528,"about_ca_topic_score_gemma":0.9813293,"domain_scores_codex":[0.9969447,0.0002480421,0.0002250893,0.0006860206,0.001545543,0.0003505606],"domain_scores_gemma":[0.9968935,0.00009266528,0.0004243369,0.000280121,0.002079074,0.0002301999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001494318,0.00003498767,0.9872384,0.00008581029,0.0002899687,0.0001123624,0.0002005565,0.0002302538,0.0003173935,0.0001904916,0.004340921,0.006809443],"study_design_scores_gemma":[0.00003060498,0.00003401123,0.9953184,0.00002640235,0.0001568385,0.00010001,0.0001476317,0.0005678106,0.00008126681,0.00003573321,0.003486024,0.00001534095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043111,0.003272724,0.005039295,0.0006464989,0.00008048847,0.001371128,0.07703146,0.0001397567,0.008107605],"genre_scores_gemma":[0.9513686,0.001312372,0.005180938,0.0002874301,0.00002888253,0.0005638599,0.03918796,0.00002613288,0.002043764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02147204,"threshold_uncertainty_score":0.1029447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708197761854343,"score_gpt":0.3487272565542726,"score_spread":0.2779074803688383,"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."}}