{"id":"W3032044438","doi":"10.1007/s00134-020-06090-7","title":"Life or Linen","year":2020,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"University of Toronto","keywords":"Medicine; Pain medicine; Anesthesiology; Intensive care medicine; General surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003744731,0.0004381393,0.0003917927,0.0006606889,0.001287056,0.001784888,0.0005560798,0.001134319,0.5797664],"category_scores_gemma":[0.001970349,0.00009939536,0.0003960583,0.0003823515,0.0004720065,0.001500291,0.001791357,0.001471314,0.4558612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717276,"about_ca_system_score_gemma":0.0007409281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006122523,"about_ca_topic_score_gemma":0.002109963,"domain_scores_codex":[0.9996729,0.00006966685,0.00001751622,0.00004418224,0.0001210191,0.00007470626],"domain_scores_gemma":[0.9991535,0.00007627488,0.00005101278,0.0000857745,0.0001677923,0.0004656291],"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":[0.00005170147,0.00006142835,0.000594591,0.00008407165,0.000005294523,0.0003170447,0.0001015996,0.00001690804,0.0004201981,0.003992628,0.835919,0.1584355],"study_design_scores_gemma":[0.000005662142,0.00002689887,0.0004436111,0.00007847651,0.000002207495,0.0003258591,0.00008944947,0.00001422958,0.00009672716,0.0009224861,0.9979906,0.000003785339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001692182,0.001780883,0.0007472616,0.009170071,0.006794956,0.00005560042,0.0008409488,0.0006664396,0.9782517],"genre_scores_gemma":[0.01074301,0.001197787,0.0005813035,0.01048841,0.00168025,0.00004526827,0.0007879594,0.0002292913,0.9742467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5797664,"threshold_uncertainty_score":0.5994122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06961607141821313,"score_gpt":0.3281242567264278,"score_spread":0.2585081853082146,"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."}}