{"id":"W4220917174","doi":"10.1017/s0022215122000846","title":"Establishment of four head and neck squamous cell carcinoma cell lines: importance of reference DNA for accurate genomic characterisation.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Institute for Cancer Research","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Head and neck; Head and neck squamous-cell carcinoma; Basal cell; DNA; Pathology; Head and neck cancer; Cancer research; Oncology; Internal medicine; Cancer; Genetics; Surgery","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":[0.002062359,0.0003764862,0.0006172154,0.000816714,0.0004704881,0.0007474917,0.0008143468,0.000821907,0.002154146],"category_scores_gemma":[0.00257202,0.0002417552,0.0004089205,0.0006111923,0.0003466524,0.0004043863,0.0005706346,0.0007401797,0.001215565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316714,"about_ca_system_score_gemma":0.0004562653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532036,"about_ca_topic_score_gemma":0.003353866,"domain_scores_codex":[0.9986517,0.0003370941,0.0001932015,0.0002078944,0.0005343747,0.00007574659],"domain_scores_gemma":[0.9983314,0.0005452291,0.0001130766,0.0003880605,0.0005443425,0.00007793132],"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":[0.0004759225,0.0001508081,0.01296822,0.0003200078,0.00007162833,0.0007852049,0.0003457611,0.0003752165,0.9584036,0.0003245908,0.0007278505,0.02505112],"study_design_scores_gemma":[0.00009516255,0.001930214,0.06106758,0.00009311871,0.0002354038,0.006145487,0.0003480375,0.001913899,0.8981466,0.0003393454,0.02963548,0.00004960254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8796232,0.008626912,0.09635506,0.0005999312,0.0001983415,0.001558159,0.00825158,0.0005179519,0.004268741],"genre_scores_gemma":[0.8409487,0.004566445,0.1164403,0.0004777584,0.00004053354,0.00148312,0.02916778,0.000172782,0.006702565],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002154146,"threshold_uncertainty_score":0.01090693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964642345472687,"score_gpt":0.2534300210662404,"score_spread":0.2237835976115135,"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."}}