{"id":"W2785542546","doi":"10.1164/rccm.201711-2200le","title":"Have We Not Learned from Past Mistakes?","year":2018,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001959746,0.0003032148,0.000999952,0.0003742624,0.0003742248,0.00009991066,0.0008183415,0.0004576158,0.0009110065],"category_scores_gemma":[0.005228497,0.000237511,0.0001751812,0.0003140551,0.01212219,0.0001444901,0.00006482872,0.003085011,0.0000150677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150396,"about_ca_system_score_gemma":0.0005720376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008733211,"about_ca_topic_score_gemma":0.00009876539,"domain_scores_codex":[0.9942836,0.00161771,0.0007756054,0.0004150925,0.002245969,0.0006620696],"domain_scores_gemma":[0.9937266,0.003183638,0.0004433784,0.0003651174,0.001727273,0.0005540092],"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":[0.000132806,0.00001391989,0.0005673207,0.00008793472,0.00005217257,0.002466641,0.00696229,1.581856e-8,0.0000918255,0.0001328748,0.8893422,0.10015],"study_design_scores_gemma":[0.0002980308,0.003103499,0.0001159455,0.000736885,0.0001411589,0.00002276617,0.04625151,2.209054e-7,0.00005545989,0.0009003379,0.9481403,0.0002338495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005050345,0.005108288,0.0002454599,0.9802977,0.0006838319,0.0001635798,0.00005447129,0.00004010788,0.008356173],"genre_scores_gemma":[0.236241,0.0007368358,0.0007340735,0.709307,0.05239308,0.00001349454,0.00001253937,0.00008645812,0.0004755203],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2709908,"threshold_uncertainty_score":0.9992149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529957763036845,"score_gpt":0.4491369360094419,"score_spread":0.2961411597057575,"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."}}