{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001450415,0.0000580731,0.0001126562,0.00001315776,0.00005872781,0.000005006935,0.00001718294,0.00003590497,0.0009205531],"category_scores_gemma":[0.0001920019,0.00003150768,0.00003103052,0.00003565533,0.0001124879,0.00005948303,0.00002462738,0.00004772521,0.00008216804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001953955,"about_ca_system_score_gemma":0.0000155994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003279939,"about_ca_topic_score_gemma":0.00001239754,"domain_scores_codex":[0.9994981,0.00002868937,0.0001141491,0.0001879908,0.00006868855,0.0001024176],"domain_scores_gemma":[0.9996293,0.00003204676,0.0000129514,0.0001789673,0.00005650914,0.0000902258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05837645,0.0006035374,0.3143073,0.0004014885,0.00004274818,0.00002260644,0.0003636655,2.326106e-8,0.3151257,0.0002676131,0.004014828,0.3064741],"study_design_scores_gemma":[0.0002298553,0.0001760385,0.967761,0.00002099003,0.00001054412,0.00002927863,0.00001111412,0.000007483598,0.00554076,0.0007960171,0.0253771,0.00003983993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841409,0.00003663442,0.0002743394,0.01380237,0.0001186261,0.00008756499,0.00001065346,0.00004568001,0.001483207],"genre_scores_gemma":[0.9964938,0.000005591631,0.0001880608,0.0001756554,0.0001852936,0.000004878136,0.000002753114,0.000002447711,0.002941535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6534536,"threshold_uncertainty_score":0.9999927,"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."}}