{"id":"W6931380644","doi":"10.5281/zenodo.30681","title":"diagnose_dups: v0.1.0 Released","year":2015,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre","funders":"","keywords":"Gene duplication; Insert (composites); Sequence (biology); Flow (mathematics)","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":[0.00406829,0.001673676,0.001370007,0.002409516,0.00126571,0.003801634,0.003058545,0.001290197,0.1774847],"category_scores_gemma":[0.008124686,0.001998692,0.00120951,0.001209177,0.0006882895,0.0017721,0.002822755,0.002502243,0.2322605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258916,"about_ca_system_score_gemma":0.002379326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690657,"about_ca_topic_score_gemma":0.004708976,"domain_scores_codex":[0.9977853,0.0002649371,0.0001870636,0.0005792177,0.0009485193,0.0002349394],"domain_scores_gemma":[0.9966452,0.0008172254,0.0003386046,0.0007888416,0.001034113,0.0003760624],"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":[0.0006309064,0.00005148456,0.001559462,0.0006109033,0.00005695236,0.0001534422,0.0001480495,0.0005816863,0.009265437,0.003267327,0.8967268,0.0869475],"study_design_scores_gemma":[0.00009125791,0.00005285603,0.001248996,0.00009492914,0.00003012065,0.0002896955,0.00002005204,0.001428082,0.01518973,0.002209811,0.9792563,0.00008817563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004636861,0.000808324,0.1319693,0.001097002,0.001616945,0.0007044809,0.2786708,0.5203008,0.06019545],"genre_scores_gemma":[0.01335291,0.0005956686,0.1001881,0.00133151,0.0004686023,0.001024751,0.5403071,0.2359053,0.1068261],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1774847,"threshold_uncertainty_score":0.5937454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842073359825576,"score_gpt":0.2667075178176194,"score_spread":0.2282867842193636,"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."}}