{"id":"W2948800262","doi":"10.11575/prism/36163","title":"Understanding Patient Experience With Bladder Cancer In Alberta","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Medicine; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005411644,0.0003033064,0.0005104673,0.000912176,0.01774536,0.006710534,0.002313728,0.001902112,0.0049551],"category_scores_gemma":[0.01216814,0.0004652002,0.0003343207,0.001866437,0.008818609,0.00233695,0.006405685,0.004940451,0.0002648348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03583406,"about_ca_system_score_gemma":0.04783049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6788279,"about_ca_topic_score_gemma":0.8100903,"domain_scores_codex":[0.9935552,0.003877627,0.0001340519,0.0002525294,0.0007311763,0.001449386],"domain_scores_gemma":[0.9895374,0.005751885,0.0006344593,0.0001512564,0.001198553,0.002726516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002426184,0.00002820188,0.004393855,0.00003424951,0.000003711884,0.0003962742,0.9910643,0.00003402965,0.0001676545,0.0009848152,0.0009713786,0.001897269],"study_design_scores_gemma":[0.000002119349,0.00001246442,0.001528696,0.00004874037,0.000002636323,0.00008836607,0.9928901,0.00002481051,0.00003142771,0.0001429385,0.005219743,0.000007988841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728337,0.000984055,0.0003794844,0.01004201,0.0001269026,0.00005403682,0.0001031174,0.00001449271,0.0154623],"genre_scores_gemma":[0.9930422,0.0006903518,0.0002541419,0.002106898,0.00001553662,0.00003763646,0.00004010309,0.00001574654,0.003797399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3211721,"threshold_uncertainty_score":0.646127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149711045164428,"score_gpt":0.3591614216942343,"score_spread":0.2441903171777915,"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."}}