{"id":"W6958725161","doi":"10.6084/m9.figshare.24670386.v1","title":"Additional file 2 of Methodological and reporting quality of systematic reviews on health effects of air pollutants were higher than extreme temperatures: a comparative study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Systematic review; Air pollutants; Air quality index; Air pollution; Quality (philosophy); Pollutant","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02086081,0.002549303,0.006106894,0.01598368,0.001402057,0.004857,0.00289314,0.003296999,0.7837449],"category_scores_gemma":[0.2697616,0.00241338,0.00751817,0.01749735,0.001005816,0.004990186,0.002909363,0.001734243,0.03443487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005014572,"about_ca_system_score_gemma":0.008687858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009947007,"about_ca_topic_score_gemma":0.01717704,"domain_scores_codex":[0.9776723,0.00499987,0.01159892,0.002462019,0.002287579,0.0009793467],"domain_scores_gemma":[0.6162179,0.3108817,0.04171427,0.009633849,0.01955539,0.001996829],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.004606017,0.0003778924,0.009621806,0.5794984,0.007578335,0.0002457627,0.0008097615,0.001680318,0.0005343982,0.004576381,0.3639403,0.02653062],"study_design_scores_gemma":[0.10106,0.00198631,0.1209865,0.2681308,0.02877704,0.001434329,0.002678736,0.006100587,0.002404164,0.03427438,0.4309843,0.001182803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0008300318,0.0005301542,0.0009379225,0.0002869235,0.00009164884,0.002258596,0.9939977,0.0002958088,0.0007712007],"genre_scores_gemma":[0.06773002,0.002839038,0.04635184,0.004585269,0.0006009935,0.204162,0.6551287,0.002044253,0.01655802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9791392,"threshold_uncertainty_score":0.3084617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5108391590036173,"score_gpt":0.4406289159960731,"score_spread":0.07021024300754425,"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."}}