{"id":"W4320158920","doi":"10.15173/sciential.vi7.2918","title":"Endometriosis Misdiagnosis","year":2021,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endometriosis; Medicine; Pelvic pain; Infertility; Disease; Laparoscopy; Intensive care medicine; General surgery; Gynecology; Surgery; Pathology; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002079176,0.0002418279,0.0004115425,0.001736558,0.001290158,0.001216488,0.0004882583,0.000057641,0.00218688],"category_scores_gemma":[0.006291152,0.0001806348,0.0003783449,0.008164639,0.001025549,0.0009367212,0.0003173228,0.0005384565,0.0002816037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005558546,"about_ca_system_score_gemma":0.002251349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001258639,"about_ca_topic_score_gemma":0.00001059449,"domain_scores_codex":[0.9941005,0.0001082449,0.0005108194,0.0007295966,0.003322076,0.001228837],"domain_scores_gemma":[0.9960158,0.0004242464,0.0001711577,0.0004486401,0.001405401,0.001534718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005005548,0.003621802,0.04693323,0.0001124823,0.0006022666,0.005688883,0.0005457008,0.00006073807,0.5205231,0.001718577,0.01815057,0.4015421],"study_design_scores_gemma":[0.01599209,0.002543613,0.05462144,0.0005105737,0.0004711298,0.01959801,0.001129572,0.0007518738,0.7398688,0.004546,0.1590737,0.0008931306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8953147,0.003271447,0.003278012,0.04163804,0.00391486,0.0007849454,0.00002971114,0.0001256262,0.05164266],"genre_scores_gemma":[0.982724,0.0015469,0.007273811,0.0007594071,0.0003542888,0.00001192976,0.000004780111,0.00002066637,0.007304236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.400649,"threshold_uncertainty_score":0.9998204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067907030610558,"score_gpt":0.3277404688754372,"score_spread":0.2970613985693317,"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."}}