{"id":"W7134561522","doi":"","title":"كوفيد-19 خلق الفرص من الأزمات لطلاب الصيدلة: نقاش من حول العالم","year":2020,"lang":"en","type":"article","venue":"Qatar University QSpace (Qatar University)","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Globe; Pharmaconomist; Pharmacy practice; Pharmacy education; Event (particle physics); Professional association","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000195815,0.0005341286,0.000758149,0.0005648049,0.0005470119,0.00005123319,0.0008776117,0.0003396747,0.002070894],"category_scores_gemma":[0.0002708631,0.0006184077,0.0004573322,0.001735257,0.0003759443,0.001159488,0.0007906999,0.001140545,0.001157169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006402367,"about_ca_system_score_gemma":0.0004456524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007571465,"about_ca_topic_score_gemma":0.0002161705,"domain_scores_codex":[0.9968357,0.0003086067,0.0002461545,0.001031337,0.0007287554,0.0008494493],"domain_scores_gemma":[0.9966577,0.0003769766,0.0002827297,0.0007382766,0.0002331872,0.001711083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03081091,0.003112607,0.4917689,0.002875793,0.004759854,0.04503357,0.01660074,0.0009651264,0.01071227,0.07232292,0.3121034,0.008933963],"study_design_scores_gemma":[0.006134878,0.0006445221,0.003395035,0.0000722129,0.001110756,0.0000316126,0.008035793,0.001078317,0.000498648,0.00002169702,0.9782953,0.0006812635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.601532,0.0004528093,0.003570718,0.1436965,0.001091031,0.002317813,0.0008817147,0.001482473,0.2449749],"genre_scores_gemma":[0.912885,0.001442668,0.002610567,0.008387368,0.000476154,2.415624e-7,0.0004721342,0.00009934577,0.07362651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6661919,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209512236353557,"score_gpt":0.2945044314312421,"score_spread":0.1735532077958864,"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."}}