{"id":"W4308603194","doi":"10.17504/protocols.io.4r3l277z3g1y/v1","title":"RealTimePCR-Protocol-miRNA-SCALONMC v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"TaqMan; microRNA; Real-time polymerase chain reaction; Protocol (science); Primer (cosmetics); Computational biology; Biology; Molecular biology; Chemistry; Genetics; Medicine; Gene; Pathology","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":[0.005705826,0.005132311,0.005693933,0.004654628,0.001676437,0.002504939,0.004785231,0.002839346,0.09739606],"category_scores_gemma":[0.004175307,0.004954258,0.003144148,0.003052817,0.002251643,0.002000412,0.002638756,0.007677393,0.1248499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379342,"about_ca_system_score_gemma":0.002894813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004289,"about_ca_topic_score_gemma":0.001471967,"domain_scores_codex":[0.9892784,0.002331095,0.001297756,0.003229957,0.003030243,0.0008325502],"domain_scores_gemma":[0.9978929,0.0007593692,0.0001520221,0.0006740335,0.0004134041,0.0001083275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001542502,0.0007235801,0.001410226,0.006894311,0.0003390528,0.0008956146,0.0006981093,0.002976846,0.7374243,0.01428796,0.1562442,0.07656325],"study_design_scores_gemma":[0.0003780729,0.0005766394,0.001440636,0.0004494662,0.0001774563,0.001480258,0.00007992468,0.005352889,0.3487624,0.005407294,0.6355729,0.0003220273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.005918715,0.003310515,0.8741283,0.0005307496,0.001940834,0.009358666,0.03223224,0.05173894,0.02084095],"genre_scores_gemma":[0.01226248,0.002255386,0.7902062,0.001253363,0.0003827911,0.0371535,0.08533204,0.02442766,0.04672659],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.09739606,"threshold_uncertainty_score":0.3258223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654993169301578,"score_gpt":0.3054705994503116,"score_spread":0.2889206677572958,"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."}}