{"id":"W6930202161","doi":"10.5281/zenodo.1243900","title":"TGAC/miso-lims: v0.2.118","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"","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":[0.001751908,0.002577098,0.002168219,0.002461606,0.00113772,0.004178233,0.004432035,0.002208989,0.2504922],"category_scores_gemma":[0.002330113,0.00137351,0.001464509,0.002054687,0.001075485,0.002269625,0.003037668,0.002161462,0.4596958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114553,"about_ca_system_score_gemma":0.001200411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207314,"about_ca_topic_score_gemma":0.002236433,"domain_scores_codex":[0.9990721,0.0001220203,0.00007186868,0.0002789739,0.0003039859,0.000151113],"domain_scores_gemma":[0.9992737,0.0001484258,0.00006734626,0.0002237343,0.0001032776,0.0001834994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006723591,0.00008771264,0.0008689185,0.001419867,0.00008226932,0.0002147271,0.0001412655,0.001201905,0.01863493,0.01266139,0.9192156,0.04479905],"study_design_scores_gemma":[0.0001857465,0.00005437157,0.0008616856,0.0001102881,0.0000316589,0.0003872918,0.00002786637,0.002771785,0.01374498,0.009730211,0.9720182,0.00007596901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003759876,0.002391243,0.1024586,0.0008116222,0.001174332,0.0002526205,0.2114266,0.5977193,0.08000584],"genre_scores_gemma":[0.02473759,0.001648939,0.06631727,0.001098016,0.0004148941,0.0009696899,0.4074214,0.4064013,0.09099086],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2504922,"threshold_uncertainty_score":0.8379799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470710494916349,"score_gpt":0.255111169658892,"score_spread":0.2304040647097285,"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."}}