{"id":"W4205793382","doi":"10.1136/bmj.o102","title":"Covid-19 vaccines and treatments: we must have raw data, now","year":2022,"lang":"en","type":"editorial","venue":"BMJ","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Canada; Johnson and Johnson; Moderna","keywords":"Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Raw data; Pandemic; Medicine; Computer science; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.03913536,0.006130928,0.009341131,0.008039326,0.00561998,0.01803675,0.006447858,0.03457709,0.02847662],"category_scores_gemma":[0.1543802,0.003469935,0.006808699,0.004321591,0.005088506,0.01060792,0.00286039,0.05079674,0.0231887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00803038,"about_ca_system_score_gemma":0.01323202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008526999,"about_ca_topic_score_gemma":0.0178694,"domain_scores_codex":[0.9636262,0.00953019,0.005099376,0.00197147,0.01843162,0.001341127],"domain_scores_gemma":[0.8513332,0.07713859,0.006233724,0.004089149,0.04844103,0.01276424],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006105469,0.00001072661,0.00001541733,0.0004088641,0.00004798686,0.00003007263,0.00001244945,0.00001347475,0.0000249664,0.0002218008,0.9968814,0.002271694],"study_design_scores_gemma":[0.0005118994,0.00007042225,0.000356288,0.002009046,0.0002731521,0.0001102128,0.0001093674,0.0002373521,0.00009944067,0.003060034,0.9930971,0.00006560284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001359115,0.003404868,0.00009140036,0.03756428,0.9579628,0.0000359126,0.0001372912,0.00005945907,0.0007304373],"genre_scores_gemma":[0.0002587904,0.004285837,0.0002484418,0.04322382,0.9453526,0.00006812606,0.0000990444,0.00006827767,0.006395217],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9935521,"threshold_uncertainty_score":0.20697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07719184518903165,"score_gpt":0.4295156488504632,"score_spread":0.3523238036614315,"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."}}