{"id":"W2515269089","doi":"10.1016/j.fertnstert.2016.07.1122","title":"Introduction","year":2016,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Adhesion; Infertility; Bowel obstruction; Inflammation; Surgery; Peritoneal cavity; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001032047,0.0004809031,0.0002371057,0.0009928585,0.001084575,0.002486115,0.001037532,0.00123602,0.349613],"category_scores_gemma":[0.0031729,0.0001294078,0.0004093538,0.0008131752,0.0006573519,0.001048819,0.00187408,0.001182956,0.1694579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009638824,"about_ca_system_score_gemma":0.002260586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252019,"about_ca_topic_score_gemma":0.00292822,"domain_scores_codex":[0.9992542,0.0001296309,0.00003072937,0.0001629865,0.0002988375,0.0001235715],"domain_scores_gemma":[0.9987848,0.0001807886,0.00006283931,0.0001456295,0.0004995319,0.0003263776],"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":[0.0001472636,0.0001125609,0.002822498,0.0003201423,0.000008732906,0.0005360291,0.0004476003,0.0001207287,0.001101851,0.0593097,0.4302856,0.5047873],"study_design_scores_gemma":[0.000006372981,0.00002321883,0.0007547341,0.0001134629,0.000002828387,0.0003235826,0.0001253063,0.0000252723,0.0002345229,0.002726829,0.9956594,0.000004446063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005694166,0.004339772,0.008380281,0.01398065,0.007959687,0.0002739753,0.003317296,0.0009444446,0.9551098],"genre_scores_gemma":[0.03015497,0.0039412,0.007094623,0.01150945,0.001863186,0.0002903823,0.003395669,0.000338699,0.9414118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6503869,"threshold_uncertainty_score":0.9276981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217414674842712,"score_gpt":0.2633919359348333,"score_spread":0.2416504684505622,"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."}}