{"id":"W155588925","doi":"10.1016/j.fertnstert.2014.07.1211","title":"Introduction","year":2014,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Biobank; Endometriosis; Standardization; Phenome; Medicine; Fertility; Biomarker; Bioinformatics; Gynecology; Biology; Computer science; Environmental health; Phenotype; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003982892,0.00006017348,0.0001531322,0.00003578607,0.00005738857,0.00001350878,0.00001777133,0.00003214471,0.0002605843],"category_scores_gemma":[0.001051023,0.00004365345,0.00003624605,0.00008543799,0.00007413569,0.00004755311,0.00002698952,0.00007707135,0.00003363166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003070637,"about_ca_system_score_gemma":0.00001189916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004381482,"about_ca_topic_score_gemma":0.00001824609,"domain_scores_codex":[0.999338,0.00008179198,0.0001075403,0.0002088693,0.000132028,0.0001318211],"domain_scores_gemma":[0.9994447,0.0001023137,0.00001205374,0.0002517994,0.00004838182,0.0001407424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04196485,0.001258823,0.2869704,0.0006410608,0.0001458628,0.000008284547,0.0002382818,3.163371e-7,0.005519054,0.0001631145,0.001540135,0.6615497],"study_design_scores_gemma":[0.0006480311,0.0003403911,0.9557427,0.000004035322,0.00001248337,0.000005616362,0.000009451716,0.0001344336,0.002104549,0.0003475006,0.04062022,0.00003062356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931977,0.0001141177,0.0004324997,0.002969209,0.00005531919,0.0001902561,0.000003140754,0.00003568634,0.00300202],"genre_scores_gemma":[0.9990218,0.00001939707,0.0002389593,0.0001037193,0.0001089917,0.00001237983,0.00001351294,0.00000264254,0.0004786247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6687722,"threshold_uncertainty_score":0.2853215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185969370524865,"score_gpt":0.295745662519457,"score_spread":0.2738859688142083,"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."}}