{"id":"W3027292462","doi":"10.22541/au.158809505.51396892","title":"Endometriosis clinical guidance during the COVID-19 pandemic","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Endometriosis; Medicine; Pandemic; Infertility; Pelvic pain; Feeling; Fertility; Health care; Disease; Coronavirus disease 2019 (COVID-19); Reproductive medicine; Anxiety; Gynecology; General surgery; Intensive care medicine; Obstetrics; Surgery; Internal medicine; Pregnancy; Psychiatry; Psychology; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.003233493,0.0006725227,0.001261211,0.00324114,0.0006828776,0.002630939,0.0017746,0.002015741,0.08770251],"category_scores_gemma":[0.04036588,0.0004438529,0.001886815,0.006295209,0.000282101,0.001608666,0.002921578,0.001984861,0.0305898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505911,"about_ca_system_score_gemma":0.007010717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03529141,"about_ca_topic_score_gemma":0.07011352,"domain_scores_codex":[0.9961976,0.001418862,0.001115081,0.0004812631,0.000487624,0.0002996365],"domain_scores_gemma":[0.9840292,0.006677965,0.003103607,0.001071018,0.003730276,0.001387979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002149234,0.00001128362,0.002789469,0.003800683,0.000105744,0.00003224565,0.00003453455,0.0002635414,0.00002495713,0.000964491,0.9713798,0.02037835],"study_design_scores_gemma":[0.0008289623,0.00004611739,0.01178012,0.01028927,0.0002195405,0.0001457735,0.0001087615,0.0003135151,0.0001006828,0.002578452,0.9735458,0.00004298191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004084276,0.003685316,0.0003172843,0.004486572,0.000248625,0.000274023,0.9804586,0.0003333331,0.009787834],"genre_scores_gemma":[0.006440652,0.007548665,0.004345736,0.006825503,0.0003585882,0.002531996,0.9669119,0.0002929328,0.00474413],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08770251,"threshold_uncertainty_score":0.2933941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1626566237306515,"score_gpt":0.4509724482951016,"score_spread":0.2883158245644501,"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."}}