{"id":"W1532985627","doi":"10.5281/zenodo.12855","title":"pancancer-bag: 1.0-alpha.2","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Alpha (finance); Computer science; Business; Marketing; Cronbach's alpha","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":[0.001484853,0.003439588,0.001581855,0.001404337,0.0009166137,0.001996465,0.004214211,0.001868079,0.2358779],"category_scores_gemma":[0.002300824,0.003168248,0.001210761,0.0008566761,0.0004589708,0.002309925,0.002761734,0.003238539,0.2602023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008982979,"about_ca_system_score_gemma":0.000641568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355794,"about_ca_topic_score_gemma":0.00202853,"domain_scores_codex":[0.9993321,0.00005629509,0.00004145912,0.0002435229,0.0001866966,0.0001399092],"domain_scores_gemma":[0.9989344,0.0002891493,0.00006703842,0.0003467606,0.0001575342,0.0002050096],"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":[0.00244322,0.0002010439,0.002368315,0.0008505136,0.0001834094,0.0002116597,0.000225104,0.001109988,0.04797218,0.002404478,0.8680851,0.07394507],"study_design_scores_gemma":[0.0009314605,0.0002576385,0.006124431,0.0001690703,0.0001063725,0.0004909083,0.00007032833,0.01357478,0.1195079,0.005186134,0.8533233,0.0002577312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00335429,0.0003695161,0.06962627,0.0002394156,0.0004270052,0.0002581755,0.04917675,0.8576686,0.01888002],"genre_scores_gemma":[0.02726979,0.0005827156,0.07736398,0.001806446,0.0003250481,0.001610077,0.1835728,0.6192948,0.08817437],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2358779,"threshold_uncertainty_score":0.7890901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668329926365614,"score_gpt":0.2323861332843175,"score_spread":0.2157028340206614,"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."}}