{"id":"W4220925285","doi":"10.3390/curroncol29030140","title":"Repeated Multimodality Ablative Therapies for Oligorecurrent Pulmonary Metastatic Disease","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ablative case; Percutaneous; Radiation therapy; Surgery; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984933,0.0001650769,0.0003287221,0.0003723539,0.000191253,0.0002119933,0.0001882237,0.0001395473,0.00082309],"category_scores_gemma":[0.0006174707,0.00006719847,0.0002952604,0.0003804494,0.0001544284,0.0001357599,0.0002288237,0.0001281428,0.00009810053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155166,"about_ca_system_score_gemma":0.0003324163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008859079,"about_ca_topic_score_gemma":0.003038908,"domain_scores_codex":[0.9998034,0.00006163552,0.00001887654,0.00004095107,0.00003666055,0.00003858012],"domain_scores_gemma":[0.9996257,0.00008467561,0.0001712536,0.00003329297,0.000019938,0.00006518124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006551178,0.0001670545,0.8852792,0.0001362658,0.0001948144,0.003697253,0.000211514,0.0005525535,0.01429141,0.0001104283,0.0002451349,0.09445924],"study_design_scores_gemma":[0.0000929758,0.001985788,0.9662931,0.00002905119,0.000205602,0.02348418,0.000175555,0.001228409,0.003910133,0.0001117746,0.002472261,0.00001115084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976842,0.001415537,0.0005178793,0.00001516196,0.000002163869,0.00001662265,0.00002662764,0.000006489946,0.0003152537],"genre_scores_gemma":[0.9991825,0.0003200288,0.0002941458,0.00001896857,0.00001032577,0.000008607762,0.0000622913,0.000001537635,0.000101632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008859079,"threshold_uncertainty_score":0.002753496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318029077607039,"score_gpt":0.4402592273680089,"score_spread":0.308456319607305,"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."}}