{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001573784,0.0004538359,0.001123569,0.0004729851,0.0002904958,0.00007360615,0.0006658077,0.0004740809,0.0008631506],"category_scores_gemma":[0.07943171,0.0002707524,0.0006693149,0.001464459,0.0003239946,0.00004115377,0.0004407163,0.001815461,0.001743274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005880448,"about_ca_system_score_gemma":0.000909158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005695624,"about_ca_topic_score_gemma":0.0001546193,"domain_scores_codex":[0.9957952,0.0005999572,0.0009148375,0.0008619172,0.001154709,0.0006733539],"domain_scores_gemma":[0.9868445,0.009851275,0.0003263908,0.001392831,0.0001091378,0.001475835],"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":[0.0005143559,0.0002912491,0.01754742,0.0005376314,0.0008477893,0.001288689,0.00001860939,3.53406e-7,0.00001156687,0.000004244096,0.9769126,0.002025452],"study_design_scores_gemma":[0.004018987,0.000656278,0.00710998,0.00008817646,0.0004911586,0.0004034136,0.00001774707,0.000001881839,0.0000213685,0.00002031115,0.9869453,0.0002254124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006851202,0.00395582,0.00001483806,0.006069555,0.0003530303,0.001442976,0.9871822,0.00013321,0.0001632797],"genre_scores_gemma":[0.004955791,0.03486845,0.0001124396,0.00555155,0.001264418,0.0003716872,0.9519007,0.00005183269,0.0009231137],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07785792,"threshold_uncertainty_score":0.9999745,"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."}}