{"id":"W3092369900","doi":"","title":"Doctors of bc COVID-19 resource page","year":2020,"lang":"en","type":"article","venue":"British Columbia medical journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Resource (disambiguation); Computer science; Medicine; Outbreak; Computer network; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002895017,0.0001023896,0.0007164318,0.00004669809,0.0002621024,0.0001906714,0.0002759187,0.0003446334,0.01316966],"category_scores_gemma":[0.01275148,0.0001452196,0.0002109555,0.0004402559,0.0002026446,0.0000831114,0.00006948463,0.001352527,0.00002850034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208499,"about_ca_system_score_gemma":0.008971745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09001914,"about_ca_topic_score_gemma":0.01927052,"domain_scores_codex":[0.9953768,0.0005026465,0.001310698,0.0003000856,0.001936891,0.000572835],"domain_scores_gemma":[0.9908474,0.0002563254,0.0003092547,0.0001843522,0.0002476103,0.008155023],"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":[0.00005596357,0.0001356156,0.0900471,0.001137889,0.00006074582,0.006056854,0.0005456577,2.796874e-7,0.00001854386,0.0000210574,0.7365634,0.1653568],"study_design_scores_gemma":[0.002974891,0.0007576626,0.05613526,0.000831506,0.00002846419,0.01832252,0.0006044989,0.0001126687,0.000001025033,0.00007004914,0.9200204,0.0001410794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7709892,0.002344998,0.001576791,0.2112029,0.0008086791,0.0008047952,0.00008030716,0.0001689152,0.01202348],"genre_scores_gemma":[0.9300614,0.0005791782,0.0003515316,0.06487501,0.002972096,0.000007985312,0.00002035493,0.00003764259,0.001094821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834569,"threshold_uncertainty_score":0.9986252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354632050116584,"score_gpt":0.3336032241273616,"score_spread":0.2900569036261957,"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."}}