{"id":"W4402747856","doi":"10.3390/cancers16183231","title":"The Phenotypical Characterization of Dual-Nature Hybrid Cells in Uveal Melanoma","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; Institut de recherche, Centre universitaire de santé McGill","keywords":"Melanoma; Phenotype; Dual (grammatical number); Characterization (materials science); Computational biology; Cancer research; Medicine; Biology; Nanotechnology; Materials science; Genetics; Gene; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001757266,0.000131496,0.0001149128,0.0003733193,0.0001367608,0.000239989,0.00008909767,0.0001861755,0.0008531631],"category_scores_gemma":[0.0001877863,0.00006181208,0.00009354827,0.0001800072,0.0001108431,0.000109842,0.0002174795,0.0001959931,0.0002345317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117061,"about_ca_system_score_gemma":0.00006691085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002226763,"about_ca_topic_score_gemma":0.000323737,"domain_scores_codex":[0.9998969,0.00002382778,0.00001158306,0.00002342767,0.00002534252,0.0000189389],"domain_scores_gemma":[0.999831,0.00003918841,0.00003687525,0.00002677012,0.00003249519,0.00003367872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002354864,0.00004571499,0.01703103,0.00004899935,0.00000740568,0.0003047365,0.0001153678,0.00005778333,0.9785672,0.0001485793,0.00003494356,0.003402834],"study_design_scores_gemma":[0.00006567955,0.001576875,0.243083,0.00004003234,0.00007313651,0.01345722,0.0006176623,0.003064113,0.7280778,0.0003888211,0.009530444,0.0000250689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977357,0.0004094279,0.001038513,0.000009647939,0.000004076644,0.00002018739,0.0001212279,0.000009311788,0.0006519409],"genre_scores_gemma":[0.997652,0.0001465526,0.001654093,0.00001421623,0.000006194345,0.00002890128,0.0001804754,0.000004021123,0.0003134971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008531631,"threshold_uncertainty_score":0.002854049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006768696290931782,"score_gpt":0.2681672359605854,"score_spread":0.2613985396696537,"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."}}