{"id":"W4413553117","doi":"10.64628/aam.hqp93udu3","title":"Rushing coronavirus vaccines and treatments could do more harm than good","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Harm; Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Do no harm; Medicine; Political science; Law; Infectious disease (medical specialty); Internal medicine; Outbreak; Psychiatry","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":[0.004451517,0.0003404501,0.0006294036,0.0009177594,0.0006660114,0.001962022,0.0002358359,0.002120162,0.01305032],"category_scores_gemma":[0.02912799,0.000133992,0.0003590991,0.0006856851,0.00560045,0.004008149,0.001268766,0.002394133,0.0007736153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000896903,"about_ca_system_score_gemma":0.0006675216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175135,"about_ca_topic_score_gemma":0.0009071442,"domain_scores_codex":[0.9978201,0.001228418,0.00007230049,0.0002061791,0.0004609237,0.0002120681],"domain_scores_gemma":[0.9774605,0.01549788,0.002566135,0.001791576,0.001568055,0.001115832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006631631,0.0002752608,0.03167912,0.0004729859,0.0005675944,0.0003778175,0.002259782,0.002180991,0.00103713,0.7969689,0.04550991,0.1180074],"study_design_scores_gemma":[0.0000605002,0.0001018378,0.01485173,0.0001166435,0.00005668403,0.0001588146,0.00103756,0.00115921,0.0002506494,0.9570766,0.02511256,0.00001709984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2811242,0.01386411,0.02129685,0.3844368,0.003939861,0.000126348,0.001266669,0.000215215,0.2937299],"genre_scores_gemma":[0.9659896,0.002181335,0.001537151,0.01316333,0.001871832,0.00004147432,0.0001281445,0.00006168528,0.01502538],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01305032,"threshold_uncertainty_score":0.04365766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512862549228755,"score_gpt":0.368805578685869,"score_spread":0.2936769531935814,"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."}}