{"id":"W2032079593","doi":"10.1381/096089204322917819","title":"Outcome of Pregnancies after Biliopancreatic Diversion","year":2004,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":222,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Miscarriage; Weight gain; Birth weight; Incidence (geometry); Pediatrics; Body weight; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003627788,0.0001372286,0.0005902668,0.0002222418,0.00004703472,0.000005919258,0.00004607976,0.00009607821,0.0002992199],"category_scores_gemma":[0.0003883239,0.0001091547,0.0003591165,0.0003263442,0.00007818731,0.000119416,0.00005232841,0.000107411,0.00009933153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006290706,"about_ca_system_score_gemma":0.0001125999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001491398,"about_ca_topic_score_gemma":0.000006589958,"domain_scores_codex":[0.9988878,0.00003348002,0.0003816637,0.0001910613,0.0002749669,0.0002309713],"domain_scores_gemma":[0.9989671,0.0004230549,0.0001004159,0.0003236256,0.00007224445,0.0001135514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149976,0.0002253223,0.9978917,0.0002757525,0.00003865431,0.0001530996,0.00011388,0.000003573917,0.0001758269,0.00006568612,0.0002939917,0.0006124931],"study_design_scores_gemma":[0.0003756287,0.00002784641,0.9940047,0.000266911,0.0001353286,0.00003554303,0.00005238836,9.234104e-7,0.004366491,0.0001549072,0.000463364,0.0001160276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974912,0.0007590241,0.00005650018,0.0004179873,0.0004237749,0.0001452615,0.000006388852,0.00006384317,0.0006360398],"genre_scores_gemma":[0.9983149,0.00009724958,0.000282112,0.0003215125,0.0000709577,0.000006912609,0.00000784601,0.00001204088,0.0008865358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004190664,"threshold_uncertainty_score":0.4451201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274742185323342,"score_gpt":0.2452559608761856,"score_spread":0.2225085390229522,"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."}}