{"id":"W4394544083","doi":"10.6084/m9.figshare.19785685","title":"Additional file 3 of MTHFD2 is a potential oncogene for its strong association with poor prognosis and high level of immune infiltrates in urothelial carcinomas of bladder","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Immune system; Urothelial carcinoma; Association (psychology); Cancer research; Medicine; Oncology; Internal medicine; Bladder cancer; Immunology; Cancer; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009447127,0.001319184,0.001749323,0.001818066,0.0007856019,0.001985582,0.001939773,0.002060572,0.4322221],"category_scores_gemma":[0.01745645,0.000566997,0.001951167,0.003786134,0.0003144014,0.001264456,0.00124124,0.001316827,0.06537951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113059,"about_ca_system_score_gemma":0.00200666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476281,"about_ca_topic_score_gemma":0.02387186,"domain_scores_codex":[0.999292,0.00009632466,0.0001165681,0.0002373477,0.0001259701,0.0001317881],"domain_scores_gemma":[0.9920665,0.005251711,0.0007317526,0.0005773088,0.001005997,0.0003667673],"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":[0.0004758609,0.00006093262,0.007616153,0.004994055,0.0002280081,0.00009573365,0.00005099508,0.0005957225,0.0001985122,0.0005761542,0.9806545,0.004453417],"study_design_scores_gemma":[0.008338696,0.0003043015,0.08065105,0.005721515,0.001124954,0.0009375228,0.0002967541,0.002016487,0.001102359,0.00771318,0.8916143,0.0001788313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001283392,0.00004041255,0.00002697885,0.00005298418,0.00000872681,0.00000963561,0.9995053,0.00003826917,0.0001893554],"genre_scores_gemma":[0.00340751,0.0001453653,0.0003869199,0.0002469796,0.00003318924,0.00033504,0.9935011,0.00008944575,0.00185438],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4322221,"threshold_uncertainty_score":0.8098663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04963276850743812,"score_gpt":0.2727228174283619,"score_spread":0.2230900489209238,"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."}}