{"id":"W4402243852","doi":"10.3390/curroncol31090383","title":"Role of Systematic Biopsy in the Era of Targeted Biopsy: A Review","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biopsy; Pathology","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":[0.003915953,0.001079222,0.002407065,0.005153865,0.0005240493,0.002225709,0.002009313,0.00223727,0.002961744],"category_scores_gemma":[0.01153127,0.0005702037,0.001957636,0.004331588,0.001361762,0.003646536,0.001208557,0.002073616,0.001068426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561968,"about_ca_system_score_gemma":0.004094761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291809,"about_ca_topic_score_gemma":0.004610458,"domain_scores_codex":[0.9977525,0.0005997703,0.0006122516,0.0003371614,0.0006054095,0.00009281981],"domain_scores_gemma":[0.9890251,0.007402564,0.001126111,0.0002127971,0.001971144,0.0002622851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001396465,0.0000510882,0.00131724,0.06761078,0.0003167004,0.000498286,0.0001754347,0.0003211092,0.0004086374,0.002167396,0.02258874,0.9044049],"study_design_scores_gemma":[0.00004455563,0.0002343625,0.005095256,0.1090465,0.001749771,0.009053913,0.0003743995,0.0003574162,0.0004680092,0.003218653,0.8702623,0.00009486781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007117468,0.9990819,0.0001059162,0.0003431158,0.0001619795,0.000005439473,0.000009950143,0.000003565073,0.0002169221],"genre_scores_gemma":[0.0008051908,0.9981987,0.0002412807,0.0003895171,0.0002747669,0.000009856667,0.0000228847,0.000002605758,0.0000552623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005153865,"threshold_uncertainty_score":0.02070975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708150239507035,"score_gpt":0.4040016538416673,"score_spread":0.3331866298909638,"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."}}