{"id":"W1983622849","doi":"10.1038/nbt1203-1433","title":"Time to drop the language of 'consensus'","year":2003,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Drop (telecommunication); Computer science","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":[0.1031427,0.001651494,0.003904059,0.003062715,0.0194274,0.02571417,0.007162934,0.03912627,0.03000652],"category_scores_gemma":[0.3885554,0.002466469,0.002385174,0.001777533,0.03786296,0.03299944,0.01771656,0.1137271,0.03024397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01322016,"about_ca_system_score_gemma":0.02327698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00981382,"about_ca_topic_score_gemma":0.009270732,"domain_scores_codex":[0.9009649,0.04352659,0.007496485,0.005700825,0.03436645,0.00794468],"domain_scores_gemma":[0.5885552,0.2531726,0.01681421,0.01683312,0.0851237,0.03950118],"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":[0.00007639322,0.00004692655,0.0001825717,0.0001776826,0.00007945562,0.000346135,0.005910658,0.0001112759,0.0004178698,0.1153887,0.8526183,0.02464395],"study_design_scores_gemma":[0.0001039582,0.00005955551,0.0003322564,0.0006491679,0.00002594652,0.0002861062,0.00894517,0.000313137,0.0002687299,0.1650737,0.8237896,0.0001527018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000469416,0.002000318,0.005779168,0.9489806,0.03634597,0.00002460692,0.00004220322,0.0003150906,0.006042595],"genre_scores_gemma":[0.02771575,0.001391192,0.01126652,0.9173042,0.02027574,0.0002354162,0.0001231695,0.001272139,0.02041582],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1031427,"threshold_uncertainty_score":0.545477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006901942545911138,"score_gpt":0.3065726039998831,"score_spread":0.2996706614539719,"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."}}