{"id":"W4406510845","doi":"10.1016/j.yped.2016.08.092","title":"10.1016/j.yped.2016.08.092","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Weight loss; Surgery; General surgery; Obesity; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006641615,0.0007840639,0.0004348659,0.001495016,0.0008502561,0.00217657,0.00077933,0.002722973,0.8790522],"category_scores_gemma":[0.001951745,0.000344244,0.0005483959,0.0007478505,0.000586157,0.00185513,0.001364843,0.001493076,0.7666413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009343984,"about_ca_system_score_gemma":0.001415695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692804,"about_ca_topic_score_gemma":0.003936163,"domain_scores_codex":[0.9996891,0.00003382289,0.00003382167,0.00006594314,0.0000781289,0.00009915129],"domain_scores_gemma":[0.9989375,0.0001688829,0.000147407,0.00004518669,0.0001851089,0.0005159111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004021709,0.0003689933,0.01616536,0.0004843147,0.0000573814,0.0004229839,0.0001294366,0.0001979767,0.0003203554,0.003684537,0.3805841,0.5971824],"study_design_scores_gemma":[0.0001537769,0.000212431,0.01974648,0.002260852,0.00008285385,0.003453216,0.0006464867,0.0003672316,0.000437051,0.006745247,0.9658455,0.00004886592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01164403,0.0158512,0.001750545,0.02165475,0.005286366,0.0001218238,0.00705873,0.001224053,0.9354087],"genre_scores_gemma":[0.03455732,0.006330353,0.00180851,0.003611045,0.001707864,0.0001111059,0.003657616,0.0003001607,0.947916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1209478,"threshold_uncertainty_score":0.1725174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008262440055585359,"score_gpt":0.1982212159917489,"score_spread":0.1899587759361635,"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."}}