{"id":"W3163393556","doi":"10.1161/circ.143.suppl_1.p066","title":"Abstract P066: Rationale And Design Of A Study To Test The Effect Of Personal Protective Aids On Hypertension And Diabetes In People Exposed To High Levels Of Air Pollution","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Diabetes mellitus; Blood pressure; Randomized controlled trial; Disease; Environmental health; Type 2 diabetes; Intervention (counseling); Internal medicine; Endocrinology; Nursing","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":[0.0459031,0.004108579,0.003063296,0.001544256,0.002860299,0.001938459,0.003872907,0.007346386,0.0182971],"category_scores_gemma":[0.01852859,0.0024013,0.002428549,0.0013321,0.004738015,0.001895427,0.001707884,0.004725173,0.005693404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871619,"about_ca_system_score_gemma":0.01211831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074296,"about_ca_topic_score_gemma":0.001943928,"domain_scores_codex":[0.9720706,0.01942966,0.002186367,0.002183789,0.002746238,0.001383289],"domain_scores_gemma":[0.9867451,0.004197769,0.001934267,0.001628538,0.002370316,0.003123957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.659016,0.07842905,0.02331782,0.04027015,0.002299246,0.001617604,0.002587052,0.004237985,0.027473,0.0307817,0.01681914,0.1131513],"study_design_scores_gemma":[0.4135733,0.3976352,0.03513753,0.007155397,0.003428812,0.0007571821,0.0009840516,0.003318546,0.00895328,0.01527411,0.1133946,0.0003880064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01903225,0.001242453,0.005928332,0.001174192,0.001038004,0.9662213,0.002101685,0.0001059613,0.00315578],"genre_scores_gemma":[0.01439639,0.00052406,0.01460491,0.001149933,0.0001777849,0.9676931,0.0003039424,0.000006186614,0.001143654],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0459031,"threshold_uncertainty_score":0.2427617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859497848578343,"score_gpt":0.2747901028758804,"score_spread":0.226195124390097,"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."}}