{"id":"W3134835028","doi":"10.3126/ajms.v12i3.33402","title":"Predictive Epidemiology for SARS-CoV-2 Pandemic in Iraq","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Medical Sciences","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Occupational Therapists","funders":"","keywords":"Medicine; Pandemic; Epidemiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Outbreak; Pathology; Infectious disease (medical specialty); Disease","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":[0.002570542,0.0003689099,0.000720643,0.001106877,0.0007353215,0.002413444,0.0008030242,0.003523941,0.004582809],"category_scores_gemma":[0.02092406,0.0002712963,0.0005393161,0.0007234474,0.0005442654,0.00145046,0.0007058349,0.003661894,0.001955163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00049063,"about_ca_system_score_gemma":0.001336523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003138299,"about_ca_topic_score_gemma":0.002695092,"domain_scores_codex":[0.9984862,0.0004608671,0.0003627757,0.0002332704,0.0002389995,0.0002178599],"domain_scores_gemma":[0.9909433,0.003580306,0.001324536,0.0003303606,0.003083657,0.000737806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002606629,0.0001249062,0.2831566,0.0003676565,0.0001492575,0.004497741,0.0006242142,0.0003171167,0.0003602508,0.0009540087,0.6677567,0.04143086],"study_design_scores_gemma":[0.0003172722,0.0005042017,0.447052,0.002327888,0.0006145466,0.02122458,0.00779552,0.005778805,0.000849098,0.008197293,0.5050803,0.0002584143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08700058,0.009420867,0.001658206,0.7561399,0.1326112,0.00008687194,0.002461412,0.0001568824,0.01046414],"genre_scores_gemma":[0.392176,0.0113108,0.002321676,0.20496,0.3794446,0.0001267874,0.001603376,0.0001451819,0.007911568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004582809,"threshold_uncertainty_score":0.01533109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2685186024057083,"score_gpt":0.555870911281619,"score_spread":0.2873523088759107,"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."}}