{"id":"W4414328192","doi":"10.3390/curroncol32090521","title":"Predicting Tumor Recurrence with Early 18F-FDG PET-CT After Thermal and Non-Thermal Ablation","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ablation; Avidity; Irreversible electroporation; Hazard ratio; Proportional hazards model; Percutaneous; Primary tumor; Retrospective cohort study; Confounding","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":[0.0007282527,0.0001621627,0.000341189,0.0007171326,0.0001159831,0.0004107152,0.0003017402,0.0003307005,0.0006851511],"category_scores_gemma":[0.003314612,0.0001370851,0.0003855101,0.0004339812,0.0001765833,0.0003579517,0.0001806891,0.0002240258,0.0001435956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906939,"about_ca_system_score_gemma":0.0001523667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267146,"about_ca_topic_score_gemma":0.002110067,"domain_scores_codex":[0.9996848,0.00008894907,0.00004487551,0.00006042993,0.00006835896,0.00005243968],"domain_scores_gemma":[0.998,0.0006807442,0.0008612695,0.00008477477,0.000249176,0.0001241889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001919246,0.00001036266,0.9939432,0.00001623364,0.00002485668,0.0004378428,0.00002243227,0.00009711331,0.0005925275,0.000008215701,0.00003675538,0.004618647],"study_design_scores_gemma":[0.000006190388,0.0001403524,0.994686,0.00001436429,0.00007258037,0.003174523,0.0000711859,0.0007782501,0.0007820844,0.00001798604,0.0002513642,0.000005139702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975482,0.001660007,0.0003509166,0.00003012298,0.000005754485,0.000007790639,0.00006749567,0.000005062851,0.0003246652],"genre_scores_gemma":[0.9993543,0.0002753167,0.000164803,0.00001047597,0.00001217415,0.000004171905,0.00009087237,0.000001782891,0.00008617945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001267146,"threshold_uncertainty_score":0.003851414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120116442363785,"score_gpt":0.3693833998403958,"score_spread":0.338182235416758,"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."}}