{"id":"W7023971354","doi":"","title":"Predicting Spatial Variations in Multiple Measures of PM2.5Oxidative Potential and Magnetite Nanoparticles in Toronto and Montreal, Canada","year":2022,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; TSG101; Diafiltration; Tubulopathy; Proteogenomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005659614,0.000936136,0.0003501025,0.0009142904,0.001062735,0.001173666,0.001267952,0.0005433923,0.001319298],"category_scores_gemma":[0.001296167,0.0003740505,0.000747776,0.001439678,0.0004435991,0.0003240417,0.0006717642,0.0003887709,0.0001904545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02313981,"about_ca_system_score_gemma":0.01607367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961598,"about_ca_topic_score_gemma":0.9967865,"domain_scores_codex":[0.9996462,0.00004333839,0.00001260553,0.0001069419,0.00006995305,0.0001209341],"domain_scores_gemma":[0.9993359,0.0001081791,0.00008211528,0.00003058441,0.0003439421,0.00009930029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002975918,0.0001459694,0.8187517,0.00009560442,0.000448657,0.0002442919,0.0003318969,0.154227,0.003481261,0.0006271994,0.005106234,0.01624267],"study_design_scores_gemma":[0.0000447621,0.0000559301,0.6757252,0.00003614647,0.0001462733,0.00003348133,0.0008364347,0.3183258,0.001347144,0.0002012181,0.003180319,0.00006734792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873368,0.0004820803,0.002722907,0.0003813369,0.00002016964,0.00007206376,0.006946778,0.0001707249,0.001867086],"genre_scores_gemma":[0.9933856,0.0001759414,0.001757492,0.000054179,0.000004561879,0.00002387378,0.003221156,0.00002021294,0.001356878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02313981,"threshold_uncertainty_score":0.1678918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921916542798046,"score_gpt":0.2058264036406473,"score_spread":0.1866072382126668,"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."}}