{"id":"W4406572243","doi":"10.1016/j.ccol.2021.12.004","title":"10.1016/j.ccol.2021.12.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus; Medicine; Virology; Respiratory system; Coronavirus disease 2019 (COVID-19); Immunology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibody; 2019-20 coronavirus outbreak; Internal medicine; Outbreak; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004145974,0.001193808,0.0005439148,0.001819285,0.001098316,0.002279377,0.001084582,0.003672434,0.9609893],"category_scores_gemma":[0.0008144314,0.000480013,0.0006573742,0.0009989495,0.0007836911,0.001725389,0.001028872,0.00152674,0.9569408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019091,"about_ca_system_score_gemma":0.001076633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621995,"about_ca_topic_score_gemma":0.003858227,"domain_scores_codex":[0.99977,0.00002024086,0.00001414722,0.0000556754,0.00006334599,0.0000764885],"domain_scores_gemma":[0.9991435,0.0001400399,0.00006181262,0.00005541883,0.0001518313,0.000447376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002275541,0.0002681158,0.001563605,0.0003549925,0.00002007452,0.0002854848,0.00004632451,0.0002641777,0.0009728413,0.004547426,0.4556037,0.5358457],"study_design_scores_gemma":[0.00004994758,0.00005497913,0.001190423,0.0002640738,0.00001174525,0.000751341,0.00007724105,0.0001543976,0.0003234287,0.001142298,0.9959692,0.00001095041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009088545,0.002342736,0.0009501388,0.002424428,0.000723786,0.00006841648,0.00135427,0.0008052669,0.9904221],"genre_scores_gemma":[0.002495835,0.0007596069,0.0006629186,0.0009239347,0.0002361645,0.00003789639,0.001006753,0.0001298565,0.9937471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0390107,"threshold_uncertainty_score":0.05564404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881645328198016,"score_gpt":0.2705211364718635,"score_spread":0.2517046831898833,"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."}}