{"id":"W199090513","doi":"","title":"Value of DNA ploidy and S-phase fraction as prognostic factors in stage III cutaneous melanoma.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Lymph node; Melanoma; Lymph; Stage (stratigraphy); Context (archaeology); Univariate analysis; Breslow Thickness; Pathology; Oncology; Internal medicine; Sentinel lymph node; Cancer; Multivariate analysis; Cancer research; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010618,0.000204098,0.0001472585,0.000483328,0.0001300455,0.0001935766,0.0001414789,0.0002799253,0.001160149],"category_scores_gemma":[0.001847133,0.00008869746,0.0001096787,0.0002885971,0.0001801283,0.0001770143,0.0001039177,0.0001748042,0.0001622117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951922,"about_ca_system_score_gemma":0.0002091871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231633,"about_ca_topic_score_gemma":0.001667466,"domain_scores_codex":[0.9999024,0.00002724991,0.00001258489,0.00001892499,0.0000215755,0.00001725123],"domain_scores_gemma":[0.9990194,0.0003289805,0.0004125339,0.00002028698,0.00008069198,0.0001380395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00044737,0.00001775879,0.9933961,0.00001512606,0.00001481999,0.0001452917,0.00002380015,0.00009282358,0.001548271,0.000007810645,0.00009058214,0.004200318],"study_design_scores_gemma":[0.00002740032,0.0003615051,0.99663,0.0000131688,0.00002163502,0.001327781,0.00006679478,0.0006222774,0.0006046474,0.00002919195,0.0002921876,0.000003402204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990194,0.0005693121,0.0001145174,0.00003282987,0.00000311745,0.000006413481,0.000117258,0.000004107259,0.000133158],"genre_scores_gemma":[0.99957,0.000103713,0.0001164966,0.000008473176,0.000007485593,0.000004227098,0.0001306557,8.524623e-7,0.00005817991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231633,"threshold_uncertainty_score":0.003881097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492998701784378,"score_gpt":0.2482120283025182,"score_spread":0.2332820412846744,"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."}}