{"id":"W3164625280","doi":"10.1111/resp.14093","title":"<scp>COVID</scp>‐19 situation in Pakistan: A broad overview","year":2021,"lang":"en","type":"article","venue":"Respirology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital","funders":"","keywords":"Pandemic; Case fatality rate; Medicine; Outbreak; Population; Socioeconomics; Environmental health; Coronavirus disease 2019 (COVID-19); Geography; Demography; Disease; Virology; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001441693,0.0002024135,0.0006651329,0.00008975033,0.00009382864,0.0000144558,0.000200605,0.0002737461,0.000211931],"category_scores_gemma":[0.0304828,0.0001767486,0.0001357125,0.0004475202,0.0001103083,0.00005020986,0.0003239395,0.0003020583,0.0001447089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514093,"about_ca_system_score_gemma":0.000149112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001713653,"about_ca_topic_score_gemma":0.001663436,"domain_scores_codex":[0.9972116,0.0009386539,0.0006353945,0.0005305755,0.0001848208,0.0004989282],"domain_scores_gemma":[0.987776,0.01137001,0.0001915765,0.0004627827,0.00008426295,0.0001153425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001068544,0.001135283,0.3088596,0.001569876,0.0002886498,0.001578574,0.004877492,0.0004945894,0.004694382,0.5502023,0.1087551,0.01743727],"study_design_scores_gemma":[0.0008414448,0.000128883,0.08717609,0.00003336687,0.00003624182,0.00002529562,0.0001854453,0.0002520853,0.0000527811,0.5146464,0.3965254,0.00009659244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578047,0.0149813,0.00725275,0.009020591,0.0002684472,0.0005662175,0.00002031766,0.0002756504,0.009809955],"genre_scores_gemma":[0.9330717,0.004107829,0.0102084,0.04694769,0.0004365962,0.0003242,0.00003669618,0.00007576113,0.004791125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877704,"threshold_uncertainty_score":0.9776838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2697983006171636,"score_gpt":0.4788744660097972,"score_spread":0.2090761653926336,"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."}}