{"id":"W3037880305","doi":"10.1136/ejhpharm-2020-002338","title":"The power of cooperation","year":2020,"lang":"en","type":"article","venue":"European Journal of Hospital Pharmacy","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erasmus+; Destiny (ISS module); Power (physics); China; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Political science; History; Sociology; Law; Medicine; Art history; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001419622,0.0001005717,0.0002403764,0.00001322505,0.0001024818,0.00002188042,0.0003494282,0.000005341668,0.00008473776],"category_scores_gemma":[0.006453071,0.00005451615,0.0001548567,0.0001060715,0.00009717352,0.0001067671,0.0001271549,0.0002390746,0.00003766628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001602902,"about_ca_system_score_gemma":0.00002192425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.237693e-7,"about_ca_topic_score_gemma":8.239602e-8,"domain_scores_codex":[0.9984325,0.0004682812,0.0006823973,0.00008342014,0.000204829,0.0001286188],"domain_scores_gemma":[0.9980376,0.0009614963,0.0005578326,0.00009143875,0.0002505817,0.0001010135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00112324,0.0009242751,0.01780694,0.0002038846,0.001216493,0.0008715153,0.01647251,0.0003817654,0.01410595,0.02514563,0.8833994,0.03834837],"study_design_scores_gemma":[0.006547342,0.007795203,0.02490558,0.0001972392,0.0003538296,0.00004307085,0.00167975,0.0007062525,0.010135,0.01130478,0.9356118,0.0007201516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340507,0.001682274,0.005764773,0.05078311,0.0006188678,0.0001976179,0.000005204193,0.00003238234,0.006865042],"genre_scores_gemma":[0.9972931,0.0003011039,0.0008746999,0.001185881,0.0002931092,2.833382e-7,1.378346e-7,0.00001579051,0.00003586994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06324239,"threshold_uncertainty_score":0.7725395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786845038375383,"score_gpt":0.4014283102485478,"score_spread":0.2227438064110095,"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."}}