{"id":"W7162099821","doi":"10.59236/emro.v26i4a8197","title":"Below the Belt","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Endometriosis; Infertility; Health care; Pelvic pain; Face (sociological concept); Pregnancy; Harm","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":["insufficient_payload"],"category_scores_codex":[0.001925421,0.0004628699,0.0008194944,0.0004482906,0.0002553887,0.0001633637,0.0004552481,0.0001265005,0.01335489],"category_scores_gemma":[0.0228731,0.0002464172,0.0006015235,0.002286008,0.0003365856,0.0001617971,0.0001194603,0.001040514,0.008851225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772313,"about_ca_system_score_gemma":0.003358618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006272663,"about_ca_topic_score_gemma":0.0001386011,"domain_scores_codex":[0.9957234,0.0005279356,0.001126954,0.0006919082,0.001231747,0.0006980667],"domain_scores_gemma":[0.985499,0.01236099,0.0001450247,0.000923356,0.0003188437,0.0007528313],"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":[0.00003726553,0.002434876,0.0007127456,0.001980604,0.0006335047,0.00005427599,0.001151565,4.057907e-7,0.00006702633,0.00702547,0.302755,0.6831473],"study_design_scores_gemma":[0.0005607522,0.000239296,0.01150828,0.004103768,0.0006451949,0.0001225903,0.0001602997,0.0001522046,0.00003857413,0.001637848,0.9806216,0.0002095582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003255005,0.7139772,0.00001566886,0.2733364,0.005472001,0.002190235,0.0003518723,0.00002863593,0.001373064],"genre_scores_gemma":[0.07957537,0.8687024,0.002351866,0.002752142,0.01907705,0.001108992,0.003487084,0.00008061712,0.02286455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6829377,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08005240847490369,"score_gpt":0.4278968592557149,"score_spread":0.3478444507808112,"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."}}