{"id":"W4385295401","doi":"10.1007/s12630-023-02544-w","title":"Do the Canadian thing: TEST!","year":2023,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"De La Salle University","keywords":"Test (biology); Geology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002046674,0.0008286985,0.0008181506,0.001057187,0.0173131,0.004825688,0.00161425,0.03493499,0.04639122],"category_scores_gemma":[0.01382653,0.0004981891,0.001134527,0.0009434866,0.004416099,0.003270771,0.001873351,0.03203416,0.01519704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02111309,"about_ca_system_score_gemma":0.05715272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7028394,"about_ca_topic_score_gemma":0.8198291,"domain_scores_codex":[0.9966267,0.0003672226,0.000154365,0.0002441208,0.001391888,0.001215696],"domain_scores_gemma":[0.9924055,0.000707895,0.0001713124,0.0001281588,0.002969237,0.003618015],"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":[0.00001482636,0.00002081489,0.0005288618,0.0000116375,0.000004299879,0.0007809713,0.0001224727,0.00001506942,0.00004139101,0.001371198,0.9938643,0.003224098],"study_design_scores_gemma":[0.00005662144,0.00004111993,0.00177462,0.0001747864,0.00001620197,0.001231748,0.001863132,0.0001336423,0.00006151195,0.003247467,0.9913351,0.00006394719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003219076,0.0006928626,0.00005757741,0.9630622,0.01269637,0.00002398298,0.00007713296,0.00003262012,0.02303534],"genre_scores_gemma":[0.005918449,0.001085339,0.0002969126,0.8841252,0.007865412,0.00004030016,0.00005566989,0.0000468387,0.100566],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7028394,"threshold_uncertainty_score":0.5978212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243508982124447,"score_gpt":0.2347568141437235,"score_spread":0.212321724322479,"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."}}