{"id":"W2591092403","doi":"10.1200/jco.2016.34.7_suppl.106","title":"Recommendations for the delivery of focal tumor ablation services.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; McMaster University; Juravinski Cancer Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Microwave ablation; Radiofrequency ablation; Multidisciplinary approach; Workflow; Medical physics; Intensive care medicine; Ablation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03621034,0.001406064,0.0009086009,0.005777644,0.003368868,0.005319837,0.006679607,0.006370068,0.02099608],"category_scores_gemma":[0.09741513,0.001213159,0.002464032,0.006639882,0.001820251,0.003310569,0.004086996,0.004750075,0.00836694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04820957,"about_ca_system_score_gemma":0.2755516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5562708,"about_ca_topic_score_gemma":0.714868,"domain_scores_codex":[0.965587,0.01196857,0.006778718,0.001200441,0.01168116,0.002784117],"domain_scores_gemma":[0.8357198,0.02134889,0.01019508,0.002800692,0.1169317,0.01300383],"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":[0.00005538888,0.0001250066,0.004647155,0.007339147,0.0000950312,0.0003240717,0.002872235,0.001002327,0.0006053988,0.005379166,0.7995802,0.1779749],"study_design_scores_gemma":[0.0001236197,0.00006190332,0.009083083,0.01819149,0.0001789096,0.0001870289,0.002153062,0.0005351593,0.0002995118,0.002187543,0.9669067,0.00009202446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006614656,0.0489763,0.03356583,0.5743347,0.007906061,0.018339,0.02460458,0.002109511,0.2835494],"genre_scores_gemma":[0.09550956,0.1128838,0.453214,0.1477427,0.002331134,0.01901831,0.04536597,0.001063016,0.1228715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5562708,"threshold_uncertainty_score":0.8926848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2981643824571648,"score_gpt":0.4423947582656128,"score_spread":0.144230375808448,"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."}}