{"id":"W2113302024","doi":"10.1097/cmr.0000000000000025","title":"Prevalence and heterogeneity of circulating tumour cells in metastatic cutaneous melanoma","year":2013,"lang":"en","type":"article","venue":"Melanoma Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Cancer Research UK; AstraZeneca","keywords":"Circulating tumor cell; Melanoma; Tumour heterogeneity; Medicine; Immunohistochemistry; Pathology; Metastatic melanoma; Antigen; Cancer research; Internal medicine; Cancer; Metastasis; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009060416,0.0001361391,0.000398378,0.0003156377,0.00005849311,0.00003265353,0.0001319802,0.00005218788,0.000525842],"category_scores_gemma":[0.000176119,0.0001157321,0.00006620384,0.0004030017,0.0001910977,0.00008436677,0.0001406979,0.0003486967,0.00006912903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009601199,"about_ca_system_score_gemma":0.0001403801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760783,"about_ca_topic_score_gemma":0.00009892407,"domain_scores_codex":[0.9978338,0.0002706403,0.0003895823,0.0003718218,0.0006305414,0.0005036404],"domain_scores_gemma":[0.998823,0.0003240974,0.00006836685,0.0003452933,0.0002236933,0.0002155143],"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":[0.0001538683,0.0003068902,0.2919989,0.002391555,0.00009159439,0.0006028033,0.000677915,0.00001496545,0.6729071,0.00006828356,0.0002950876,0.03049108],"study_design_scores_gemma":[0.002643011,0.001432548,0.4681267,0.0006502414,0.0001083574,0.001057273,0.000738478,0.001970402,0.52186,0.0004325388,0.0006506051,0.000329859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995285,0.001884254,0.00001887323,0.0002045099,0.0000453613,0.0008711438,0.00001727677,0.00001188641,0.001661688],"genre_scores_gemma":[0.9973869,0.0003562416,0.001461463,0.00002479374,0.00004283679,0.00007278188,0.000003404487,0.00002308326,0.0006284461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1761278,"threshold_uncertainty_score":0.5757601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824691252362834,"score_gpt":0.3538546770996159,"score_spread":0.2856077645759875,"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."}}