{"id":"W3128007551","doi":"10.21203/rs.3.rs-225208/v1","title":"epiLiver a novel tumor specific, high throughput and cost-effective blood test for specific detection of liver cancer (HCC)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh","keywords":"Liver cancer; Throughput; Blood test; Medicine; Cancer; Oncology; Internal medicine; Cancer research; Computer science","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":[0.0005897982,0.000708812,0.000789527,0.0006428757,0.0001927518,0.001048279,0.0006744855,0.00121586,0.004599752],"category_scores_gemma":[0.0006944193,0.0003615418,0.0002784267,0.0003829768,0.0003289174,0.0007047094,0.0006000415,0.0009809709,0.001986046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764058,"about_ca_system_score_gemma":0.000436916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002724558,"about_ca_topic_score_gemma":0.0004246093,"domain_scores_codex":[0.9994189,0.0001413288,0.00001865792,0.0001853495,0.0001873629,0.00004837272],"domain_scores_gemma":[0.9997501,0.00009630193,0.00003495317,0.00003128201,0.00004449536,0.00004297321],"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":[0.001437632,0.0002044116,0.002725226,0.0002343665,0.0000605794,0.0003095694,0.00004821054,0.0002973383,0.9006796,0.0006221264,0.003968941,0.08941198],"study_design_scores_gemma":[0.0001987386,0.002598129,0.01139282,0.00002984824,0.0001791962,0.005472458,0.00003120825,0.009556517,0.927453,0.0006390471,0.04239776,0.00005125907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5495647,0.03094654,0.381072,0.002907317,0.000852046,0.0009790985,0.007769854,0.01228926,0.01361921],"genre_scores_gemma":[0.6834651,0.008629052,0.2445728,0.003236738,0.0004976941,0.0006632654,0.01206464,0.0006598748,0.04621096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004599752,"threshold_uncertainty_score":0.01538771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04485676499484636,"score_gpt":0.3418765160741472,"score_spread":0.2970197510793008,"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."}}