{"id":"W2796072543","doi":"10.1007/s11695-018-3214-z","title":"Reply to IFSO Worldwide Survey 2014","year":2018,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"MPB Technologies & Communications (Canada)","funders":"","keywords":"Medicine; General surgery; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003745429,0.001009421,0.001535692,0.001448386,0.004228723,0.004698669,0.001968436,0.06317705,0.01662902],"category_scores_gemma":[0.03716313,0.000998196,0.001430932,0.001350342,0.00238475,0.003974668,0.003310891,0.03030952,0.01327574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006022776,"about_ca_system_score_gemma":0.008955942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537458,"about_ca_topic_score_gemma":0.02274451,"domain_scores_codex":[0.9959283,0.0007592365,0.0006750146,0.0003841308,0.001070415,0.001182735],"domain_scores_gemma":[0.987553,0.004695873,0.001664677,0.0002882755,0.002991259,0.002806962],"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":[0.00002139443,0.000008706197,0.0006496778,0.00002466529,0.00000522276,0.000265279,0.00004466285,0.0000140391,0.00001947573,0.0003342866,0.996885,0.001727559],"study_design_scores_gemma":[0.0001135781,0.00004683406,0.00477428,0.0008761064,0.00005143421,0.0006960598,0.0009543129,0.0002579681,0.0001732,0.003169695,0.9887955,0.00009108418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002580989,0.0004668993,0.00003889223,0.9712443,0.02596815,0.000009827655,0.000244879,0.00002303425,0.001745908],"genre_scores_gemma":[0.001398772,0.0004747526,0.00005870018,0.9703162,0.02100736,0.00003680341,0.000129339,0.00002219618,0.006555808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06317705,"threshold_uncertainty_score":0.05562961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600263496881174,"score_gpt":0.2684736324734457,"score_spread":0.232470997504634,"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."}}