{"id":"W6977029331","doi":"10.60692/s6hpa-b0t73","title":"Prognostic value of hepatocyte growth factor for muscle-invasive bladder cancer","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Liver physiology and pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Hepatocyte growth factor; Biomarker; Bladder cancer; Nomogram; Logistic regression; Concordance; Proportional hazards model; Metastasis","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":[0.001079764,0.00032186,0.0003768415,0.0006362427,0.0002244142,0.0004829048,0.0002459942,0.0004143671,0.0009954073],"category_scores_gemma":[0.003593049,0.0001671278,0.0005545489,0.0004950133,0.0002628356,0.0002531585,0.0003413505,0.0004408192,0.0002330861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870242,"about_ca_system_score_gemma":0.0003371445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462541,"about_ca_topic_score_gemma":0.002576205,"domain_scores_codex":[0.9995453,0.000190426,0.00005121435,0.00005469215,0.0001053536,0.00005303979],"domain_scores_gemma":[0.9977396,0.0007347259,0.0008146954,0.0001512299,0.0002173779,0.0003423692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003064226,0.00001024922,0.9957305,0.000012249,0.00007058193,0.00006890398,0.00000970913,0.0002193256,0.0003130359,0.000008778832,0.0000598518,0.003190404],"study_design_scores_gemma":[0.0000162658,0.0001797277,0.9921647,0.00001392651,0.0001539587,0.0007698454,0.00003094659,0.005746355,0.0004726663,0.00007557807,0.0003647701,0.00001117773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973487,0.001472063,0.0003808458,0.00009738733,0.00001840277,0.000006479719,0.0002621959,0.00001790567,0.0003958929],"genre_scores_gemma":[0.9994873,0.00007572232,0.0001650851,0.000009088616,0.00001564769,0.000002519301,0.0001455834,0.000001409004,0.00009765267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001462541,"threshold_uncertainty_score":0.005710423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045819426444063,"score_gpt":0.2459492356692689,"score_spread":0.2054910414048282,"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."}}