{"id":"W7048455309","doi":"","title":"Metal Plating Air Pollution Management Impact on Canada's Healthcare System","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plating (geology); Air pollution; Healthcare system; Management system; Human health; Air quality index","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":[0.0006397929,0.0003529852,0.0002571562,0.001277595,0.003607253,0.003836368,0.001187161,0.001153351,0.006707865],"category_scores_gemma":[0.002351182,0.0001612165,0.0004727996,0.002667615,0.0009429554,0.0004271216,0.001283839,0.0007871996,0.0005331475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08152159,"about_ca_system_score_gemma":0.1407163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941729,"about_ca_topic_score_gemma":0.9958583,"domain_scores_codex":[0.9979782,0.0001725409,0.00006006132,0.0001150896,0.000871932,0.0008022218],"domain_scores_gemma":[0.9951804,0.0002813868,0.0002933621,0.00003505432,0.003391007,0.0008187495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009474249,0.0003126866,0.6756877,0.001133268,0.0003110484,0.001826614,0.005383531,0.0146924,0.01001798,0.01162792,0.07792306,0.2001365],"study_design_scores_gemma":[0.00004080355,0.0003339127,0.88225,0.00050789,0.0002034211,0.0003040721,0.02191271,0.005101583,0.004189588,0.001107256,0.08397008,0.00007862803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941696,0.004148294,0.0008116492,0.02585099,0.000254757,0.0001872056,0.005115652,0.0002280584,0.06923375],"genre_scores_gemma":[0.9748761,0.002402372,0.00077028,0.002065896,0.00004990512,0.00001981561,0.0007902737,0.00003467769,0.01899076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08152159,"threshold_uncertainty_score":0.5914834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007497173857664643,"score_gpt":0.1995664632095008,"score_spread":0.1920692893518361,"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."}}