{"id":"W4406423107","doi":"10.1016/s1541-9800(11)70474-4","title":"10.1016/s1541-9800(11)70474-4","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":"Gastric bypass; Medicine; Gerontology; Intensive care medicine; Obesity; Psychology; Internal medicine; Weight loss","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":[0.0008892743,0.002449309,0.001469805,0.002606797,0.001837237,0.002493608,0.002524811,0.005142674,0.9879131],"category_scores_gemma":[0.001499291,0.0006965758,0.001303507,0.001996697,0.001179872,0.003628459,0.003131751,0.002435288,0.9890525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014172,"about_ca_system_score_gemma":0.001186613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762235,"about_ca_topic_score_gemma":0.003741163,"domain_scores_codex":[0.9993937,0.00004642756,0.00005589114,0.0001813669,0.0001629754,0.0001596935],"domain_scores_gemma":[0.9981273,0.000512118,0.0001146191,0.0001522187,0.0003239785,0.0007697578],"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":[0.0004210069,0.0003218373,0.001062932,0.0005439612,0.00003324443,0.0002558682,0.00007928142,0.0003805995,0.001459979,0.003223222,0.3443584,0.6478598],"study_design_scores_gemma":[0.0001029643,0.0001643022,0.001395421,0.0004010898,0.00001711763,0.0004015204,0.0001030774,0.0002276588,0.0004756088,0.0006397623,0.9960437,0.0000277842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005840993,0.0005157324,0.0004240422,0.000563527,0.0003572379,0.0001127214,0.0008914049,0.0005884566,0.9959627],"genre_scores_gemma":[0.0006797519,0.0002236585,0.0003200535,0.0003032148,0.0001027502,0.0000660258,0.0004766957,0.0001183395,0.9977095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01208693,"threshold_uncertainty_score":0.01724052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008191469994974429,"score_gpt":0.1958789846817775,"score_spread":0.1876875146868031,"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."}}