{"id":"W2588773290","doi":"10.2196/resprot.6725","title":"Irreversible Electroporation for the Ablation of Renal Cell Carcinoma: A Prospective, Human, In Vivo Study Protocol (IDEAL Phase 2b)","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irreversible electroporation; Ablation; Renal cell carcinoma; Medicine; Electroporation; Nephrectomy; In vivo; Radiology; Thermal ablation; Surgery; Kidney; Urology; Pathology; Internal medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002770805,0.0001322425,0.0001643439,0.0001221563,0.0006196324,0.0001262472,0.0005586753,0.0001194971,0.00004488298],"category_scores_gemma":[0.0003447679,0.0001038292,0.00006420474,0.0001571935,0.0001771014,0.00002968979,0.0002067668,0.0002656788,0.000001345735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009943735,"about_ca_system_score_gemma":0.0002932118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419608,"about_ca_topic_score_gemma":0.0002360985,"domain_scores_codex":[0.9980834,0.0004969413,0.0003502833,0.0004096204,0.0003267147,0.0003331109],"domain_scores_gemma":[0.9981372,0.00005623657,0.0003172213,0.0008099648,0.0006349313,0.00004446962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002750254,0.001535153,0.009872399,0.0001706955,0.0000109281,0.000001174836,0.0001626999,0.00001218836,0.9802501,0.0001297361,0.004671332,0.0004333509],"study_design_scores_gemma":[0.009364842,0.005824239,0.009107343,0.00004416138,0.000002081289,6.394704e-7,0.0001184948,0.0001137383,0.9416558,0.0003169208,0.03334101,0.0001107674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.06748327,6.405048e-7,0.001694185,0.0000622599,0.000002740677,0.9298318,0.00001150089,0.000005029287,0.0009085461],"genre_scores_gemma":[0.2390643,4.495375e-8,0.0007401265,0.00000366294,0.00009675146,0.7590762,0.000008912542,0.00001755836,0.0009924276],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.171581,"threshold_uncertainty_score":0.4765775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983692601298142,"score_gpt":0.5782860311347766,"score_spread":0.3799167710049624,"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."}}