{"id":"W6991950944","doi":"","title":"Iperplasia atipica e progressione a carcinoma endometriale nelle donne in postmenopausa: uno studio prospettico osservazionale","year":2023,"lang":"en","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hysteroscopy; Hysterectomy; Endometrial cancer; Carcinoma; Atypical hyperplasia; Lesion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002128188,0.0001790124,0.0002847065,0.001359763,0.0002419155,0.0005576132,0.0003248828,0.0005050968,0.001198224],"category_scores_gemma":[0.004926641,0.00018027,0.0002960127,0.001352553,0.0003262432,0.0003118749,0.0003012455,0.0002053794,0.0001576545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758225,"about_ca_system_score_gemma":0.0009113572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008405789,"about_ca_topic_score_gemma":0.01237397,"domain_scores_codex":[0.9993322,0.0002297104,0.00006818083,0.00009957835,0.0001819604,0.00008834732],"domain_scores_gemma":[0.9975126,0.0007999956,0.0009311619,0.0001856227,0.0004077299,0.0001628083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009996339,0.0001138707,0.9800853,0.0003552254,0.0001153465,0.0001493504,0.00009401964,0.00002592963,0.0004118403,0.000034103,0.0001955945,0.01741975],"study_design_scores_gemma":[0.00006249857,0.0008186579,0.995949,0.0001323244,0.0001903825,0.000669857,0.0001636536,0.00007242477,0.0001556759,0.00002430272,0.001756316,0.000004886935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794329,0.01739187,0.0001957641,0.0001095071,0.00002276968,0.0002215416,0.0008701105,0.000003825353,0.001751758],"genre_scores_gemma":[0.9929591,0.005062362,0.0004439472,0.00007733415,0.00008932612,0.00009192043,0.0008417687,0.000001916121,0.0004323152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008405789,"threshold_uncertainty_score":0.01671368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079564964880886,"score_gpt":0.2388097156143617,"score_spread":0.2280140659655528,"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."}}