{"id":"W2757224339","doi":"10.1016/j.clon.2017.09.001","title":"Bladder-sparing Radiotherapy for Muscle-invasive Bladder Cancer: A Qualitative Study to Identify Barriers and Enablers","year":2017,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Radiation therapy; Bladder cancer; Context (archaeology); Cystectomy; Referral; Radiation oncologist; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01553623,0.0007281583,0.0009731612,0.001035207,0.01172297,0.003787111,0.002121349,0.002424992,0.003400797],"category_scores_gemma":[0.02536237,0.0009720484,0.000630232,0.001226903,0.00619769,0.004387941,0.005438829,0.005421835,0.0003000065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007885002,"about_ca_system_score_gemma":0.01548208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687833,"about_ca_topic_score_gemma":0.03890676,"domain_scores_codex":[0.9899675,0.007107154,0.0003268576,0.0004563845,0.0005157029,0.001626351],"domain_scores_gemma":[0.969708,0.02188576,0.002214686,0.0003711315,0.00185307,0.003967467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000419901,0.0001275136,0.004501102,0.0002321865,0.00000867387,0.000318597,0.9910961,0.00002951829,0.0003606085,0.0005798573,0.0006141546,0.00208971],"study_design_scores_gemma":[0.000007840504,0.00004469589,0.001172303,0.0001436095,0.000005068354,0.00009140938,0.9959788,0.00003434318,0.000083616,0.0001675143,0.002258921,0.00001182749],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884171,0.0008225904,0.001341517,0.005542011,0.0001273306,0.0004329539,0.0002262258,0.00001489732,0.003075379],"genre_scores_gemma":[0.9930246,0.0009590281,0.001093587,0.002372302,0.00002124006,0.0006309125,0.0000853061,0.00002297257,0.00179013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01687833,"threshold_uncertainty_score":0.08216447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1739185084705788,"score_gpt":0.5528849097814145,"score_spread":0.3789664013108356,"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."}}