{"id":"W4413512639","doi":"10.64628/aam.hytfkj7tg","title":"In the rush for coronavirus information, unreviewed scientific papers are being publicized","year":2021,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; History; Virology; Medicine; Infectious disease (medical specialty); Outbreak","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08206204,0.001094243,0.002790453,0.01235248,0.006186428,0.05198226,0.00356615,0.01641269,0.07276539],"category_scores_gemma":[0.227539,0.001254225,0.002870685,0.01027084,0.01137963,0.03050414,0.009762478,0.01344269,0.04057483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005371666,"about_ca_system_score_gemma":0.01848341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736495,"about_ca_topic_score_gemma":0.00244967,"domain_scores_codex":[0.9341583,0.01892514,0.005114544,0.004266432,0.03357196,0.003963605],"domain_scores_gemma":[0.6072711,0.193155,0.04606055,0.059362,0.05597119,0.03818005],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005755905,0.0002148025,0.003639914,0.00111879,0.0001902888,0.0007926672,0.001147802,0.0001459826,0.003437048,0.08165353,0.7373219,0.1697617],"study_design_scores_gemma":[0.00007484041,0.0001405091,0.003100588,0.0005896928,0.00006373759,0.0004758652,0.00118035,0.0002774288,0.001459085,0.04662022,0.9459218,0.00009582829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01497211,0.04033269,0.01460545,0.6570466,0.1119241,0.000377483,0.00372956,0.004110502,0.1529015],"genre_scores_gemma":[0.1767947,0.06921095,0.03533172,0.2978704,0.1348822,0.0006609441,0.008155301,0.004005095,0.2730885],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.917938,"threshold_uncertainty_score":0.4339907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412677660004814,"score_gpt":0.4263329661160992,"score_spread":0.2850652001156178,"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."}}