{"id":"W4233783221","doi":"10.1381/096089206777346664","title":"Reply","year":2006,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; General surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002123486,0.0008327719,0.001007563,0.0009774915,0.002559938,0.003674399,0.001830482,0.02857642,0.02537466],"category_scores_gemma":[0.02151843,0.0007012606,0.001479872,0.0006313334,0.001557753,0.00235251,0.00208387,0.0254116,0.01545601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239565,"about_ca_system_score_gemma":0.002462985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667613,"about_ca_topic_score_gemma":0.00534108,"domain_scores_codex":[0.9983063,0.0003465009,0.0002135563,0.0002778711,0.000503221,0.0003526911],"domain_scores_gemma":[0.9931799,0.002637516,0.0004569515,0.0002851635,0.002298765,0.001141673],"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":[0.00004209616,0.0000121759,0.0003183529,0.00003342125,0.00001140245,0.0002921322,0.00003964904,0.00001572948,0.0000830009,0.0004797353,0.9959769,0.002695455],"study_design_scores_gemma":[0.00008405649,0.00004148395,0.001676037,0.0001319677,0.00004558172,0.0007284472,0.0003418979,0.00008292292,0.0002534582,0.001726434,0.9948409,0.00004678684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005256796,0.001676844,0.000114334,0.8616921,0.1315753,0.00002987437,0.0001196916,0.00005102479,0.004215141],"genre_scores_gemma":[0.002517752,0.0008267971,0.0001451809,0.9341923,0.03792701,0.00005796571,0.00006016167,0.00002779878,0.02424493],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9746253,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518188371764724,"score_gpt":0.2141026275289407,"score_spread":0.1989207438112935,"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."}}