{"id":"W4386288627","doi":"10.37766/inplasy2023.8.0123","title":"Management of leiomyomata with radiofrequency ablation","year":2023,"lang":"en","type":"report","venue":"","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Ablation; Radiofrequency ablation; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002939331,0.0002317729,0.0006715737,0.0002479405,0.00002829393,0.000004334234,0.00006839857,0.00008917738,0.0002874297],"category_scores_gemma":[0.00005260739,0.0001646033,0.00009361006,0.0004107282,0.00008395725,0.00002639076,0.00007298931,0.0001410706,0.0001193596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321358,"about_ca_system_score_gemma":0.0002818917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004549656,"about_ca_topic_score_gemma":0.00002182054,"domain_scores_codex":[0.9979546,0.000009335672,0.0004161896,0.000327336,0.001104933,0.0001876059],"domain_scores_gemma":[0.9987033,0.00004198372,0.0002445799,0.0005649244,0.0003904024,0.00005481418],"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":[0.0004560157,0.0004441963,0.06331261,0.05087098,0.01569122,0.04071746,0.000551554,0.0000118882,0.0001339315,0.002937113,0.6725012,0.1523718],"study_design_scores_gemma":[0.004372796,0.001705302,0.3890805,0.01710403,0.00873935,0.004009545,0.002230889,0.00002198219,0.0008961685,0.0002937099,0.5703241,0.00122169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004752139,0.004442058,0.000206757,0.0003642862,0.0006017117,0.001320232,0.00003371371,0.0004793259,0.9877998],"genre_scores_gemma":[0.1274882,0.02692359,0.01463487,0.00004372326,0.0008905025,0.0002949898,0.0009844188,0.0003439457,0.8283957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3257678,"threshold_uncertainty_score":0.6712328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112960231753509,"score_gpt":0.3725039630094465,"score_spread":0.2612079398340956,"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."}}