{"id":"W2091841363","doi":"10.1002/ijc.11558","title":"Dissecting karyotypic patterns in malignant melanomas: Temporal clustering of losses and gains in melanoma karyotypic evolution","year":2003,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; University of British Columbia","funders":"Cancerfonden","keywords":"Karyotype; Melanoma; Biology; Chromosome; Cytogenetics; Somatic evolution in cancer; Genetics; Pathology; Cancer; Medicine; Gene","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":[0.0004984786,0.0001161617,0.000165221,0.00250245,0.0002034805,0.000377264,0.000132875,0.0001822726,0.0007239584],"category_scores_gemma":[0.001461415,0.000105349,0.0002102963,0.001333433,0.0002616681,0.0002521177,0.0003284662,0.00018129,0.0001787383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950321,"about_ca_system_score_gemma":0.0001671649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009117468,"about_ca_topic_score_gemma":0.001608314,"domain_scores_codex":[0.9996911,0.00005640949,0.00004181297,0.00007196027,0.00009064598,0.00004797677],"domain_scores_gemma":[0.9988368,0.0003352368,0.0004542276,0.00008484926,0.0001922158,0.00009667531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006332314,0.00002790994,0.8402393,0.00008543667,0.000073061,0.0004425138,0.0005161498,0.0007456708,0.1317364,0.0001835218,0.00007566715,0.02524122],"study_design_scores_gemma":[0.000001734779,0.00006491243,0.9934375,0.000003593141,0.00001664449,0.0007559013,0.0001802434,0.0007548167,0.004388766,0.00009259006,0.0002974211,0.000005963654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976571,0.0003492498,0.001259993,0.00001261454,0.000001677417,0.00001207026,0.0001490924,0.00001785809,0.0005404249],"genre_scores_gemma":[0.9983748,0.0001802756,0.00103391,0.00000431656,0.000003220663,0.00001147672,0.0002161066,0.000003996249,0.0001719008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00250245,"threshold_uncertainty_score":0.002636194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017565311404535,"score_gpt":0.3063625729451853,"score_spread":0.2887972615406503,"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."}}