{"id":"W4411201847","doi":"10.1177/08465371251347859","title":"Yesterday’s Plombage, Today’s Bypass, Tomorrow’s Pill","year":2025,"lang":"en","type":"letter","venue":"Canadian Association of Radiologists Journal","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Yesterday; Pill; Intensive care medicine; General surgery; Nursing","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":[0.001269019,0.0006359484,0.0006424711,0.0006658971,0.01045146,0.003372143,0.001010591,0.03351519,0.03114388],"category_scores_gemma":[0.007493709,0.0006847072,0.0009733008,0.0003471333,0.001877756,0.002546525,0.001313125,0.02918364,0.009448719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006754241,"about_ca_system_score_gemma":0.01292898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1440137,"about_ca_topic_score_gemma":0.3306948,"domain_scores_codex":[0.9982648,0.0002364147,0.0001186686,0.0002049529,0.0005302561,0.0006449225],"domain_scores_gemma":[0.9974682,0.0004201887,0.0001029968,0.00004782409,0.0004679296,0.001492868],"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":[0.00004224049,0.00006392471,0.0009852395,0.00001555974,0.00000882513,0.001166699,0.0001592958,0.00002489027,0.0001323881,0.001333878,0.9913968,0.004670199],"study_design_scores_gemma":[0.00009407719,0.00009380314,0.003590101,0.0002143685,0.00002048203,0.001024052,0.001729005,0.0002450767,0.0001093148,0.002779264,0.9900448,0.00005562663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001274706,0.0007091319,0.00006471857,0.9546906,0.01790143,0.00003082394,0.0001167053,0.00003987868,0.02517193],"genre_scores_gemma":[0.006387295,0.000582903,0.0001876451,0.8734317,0.0106298,0.00004639716,0.0000424309,0.00003649466,0.1086552],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1440137,"threshold_uncertainty_score":0.2863508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302418351271727,"score_gpt":0.3844533372987761,"score_spread":0.3414291537860589,"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."}}