{"id":"W4406545900","doi":"10.1016/s1544-8800(06)70743-6","title":"10.1016/s1544-8800(06)70743-6","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; Obesity; Cardiology; Internal medicine; Surgery","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":[0.0009230768,0.002287712,0.001447462,0.002530915,0.001887089,0.002462749,0.002477672,0.004990553,0.988256],"category_scores_gemma":[0.001548678,0.0006486823,0.001233988,0.001941832,0.001207591,0.003477613,0.003054164,0.00236988,0.9890648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015558,"about_ca_system_score_gemma":0.001193834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004283019,"about_ca_topic_score_gemma":0.004140784,"domain_scores_codex":[0.9993774,0.00004992797,0.00005725569,0.0001827979,0.0001573537,0.0001751606],"domain_scores_gemma":[0.9980322,0.0005079987,0.0001181642,0.0001604875,0.0003554599,0.0008256638],"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":[0.0004279632,0.0003211354,0.001161576,0.0004797872,0.00003289216,0.0002511008,0.00008290892,0.0003702914,0.00139037,0.003132878,0.3435477,0.6488015],"study_design_scores_gemma":[0.0001024753,0.0001670022,0.001509142,0.0003847427,0.00001816454,0.0004187919,0.0001153214,0.000241252,0.0004702905,0.0006259824,0.9959195,0.00002743758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006407685,0.0005023968,0.0004481802,0.000606336,0.0003290658,0.0001187511,0.0009089509,0.000670696,0.9957748],"genre_scores_gemma":[0.0007734644,0.000202246,0.0003396742,0.0003131453,0.00009330055,0.00006362254,0.0004775863,0.0001261904,0.9976107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01174396,"threshold_uncertainty_score":0.01675135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838926900272254,"score_gpt":0.1969314462109878,"score_spread":0.1885421772082653,"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."}}