{"id":"W4285247244","doi":"10.30699/mmlj17.5.1.14","title":"Oral squamous cell carcinoma, novel methods for early diagnosis and treatment","year":2022,"lang":"en","type":"article","venue":"Modern Medical Laboratory Journal","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royan Institute; Karolinska Institutet; Cancer Research Institute","keywords":"Medicine; Basal cell; Cancer; Intensive care medicine; Oncology; Metastasis; Internal medicine; Oral cavity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007265633,0.0005877508,0.0006311674,0.001199293,0.0003639657,0.001059907,0.000558464,0.0007438649,0.00350646],"category_scores_gemma":[0.0007302301,0.0002522271,0.0004762275,0.0007534627,0.0005307305,0.001014728,0.000603861,0.001734552,0.001987022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731924,"about_ca_system_score_gemma":0.001005114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009230878,"about_ca_topic_score_gemma":0.001687127,"domain_scores_codex":[0.9996731,0.00006261224,0.00002741244,0.00006773369,0.0001352257,0.00003385527],"domain_scores_gemma":[0.9997898,0.00005150787,0.00003494676,0.00002032905,0.0000827396,0.00002080042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002784652,0.0002019121,0.002011737,0.007342328,0.0001389427,0.0008431132,0.0002046092,0.0008048407,0.09810565,0.01813032,0.02689562,0.8450425],"study_design_scores_gemma":[0.00004581237,0.0006474081,0.005347736,0.001463175,0.0002709807,0.003857476,0.0002063749,0.001433528,0.07813814,0.01205492,0.8964396,0.00009494635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006504756,0.9569218,0.01768826,0.004385183,0.00161447,0.0001106246,0.0003456704,0.0002189626,0.01221021],"genre_scores_gemma":[0.08049013,0.8773527,0.02381015,0.002146475,0.001475412,0.0002418455,0.0007025637,0.00005692514,0.01372395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00350646,"threshold_uncertainty_score":0.01173025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525776136186209,"score_gpt":0.3208575181754275,"score_spread":0.2955997568135654,"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."}}