{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001078472,0.0004962071,0.0002640731,0.0009968375,0.001212216,0.002808056,0.001150199,0.001309353,0.4020822],"category_scores_gemma":[0.003535214,0.0001466501,0.0004287499,0.0008134763,0.0006966853,0.001148713,0.002033065,0.001204546,0.212786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029365,"about_ca_system_score_gemma":0.00253224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519667,"about_ca_topic_score_gemma":0.003084683,"domain_scores_codex":[0.9991524,0.0001415717,0.00003320468,0.0001832166,0.0003559773,0.0001335238],"domain_scores_gemma":[0.9986927,0.0001952561,0.00006654845,0.0001708373,0.0005471228,0.0003274758],"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":[0.0001637051,0.0001158657,0.002395508,0.0003415186,0.000008711365,0.0004566891,0.0005357216,0.000123761,0.001237782,0.05706383,0.453996,0.4835609],"study_design_scores_gemma":[0.000007558555,0.00002458925,0.000700102,0.0001184673,0.000003176941,0.0002658896,0.0001564499,0.00002920895,0.0002845631,0.003386815,0.9950181,0.000004947321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.005317654,0.003154333,0.008858393,0.01171118,0.006075679,0.0003125973,0.003824804,0.001095188,0.9596503],"genre_scores_gemma":[0.02856136,0.002887446,0.007230096,0.009008964,0.001350297,0.0003120815,0.003902119,0.0003752157,0.9463725],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4020822,"threshold_uncertainty_score":0.8528571,"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."}}