{"id":"W2037217444","doi":"10.1002/cncr.22853","title":"Outcome and patterns of recurrence of nonbilharzial pure squamous cell carcinoma of the bladder","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Cystectomy; Radiation therapy; Surgery; Chemotherapy; Carcinoma; Basal cell; Bladder cancer; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007904347,0.00009652678,0.0002609933,0.00003537986,0.00001598974,0.000001178961,0.00007972126,0.00005741428,0.0002005317],"category_scores_gemma":[0.00001552358,0.00006154613,0.00007957154,0.00009890269,0.0001004575,0.00002103196,0.00003447985,0.00009069198,5.53901e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003575931,"about_ca_system_score_gemma":0.0001075417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007414827,"about_ca_topic_score_gemma":0.0001876189,"domain_scores_codex":[0.9992418,0.00001308263,0.0002799379,0.0001344504,0.0001958132,0.0001348971],"domain_scores_gemma":[0.9994185,0.00003712422,0.0001462259,0.0002406655,0.0001020849,0.00005538188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675061,0.00009832838,0.9871065,0.0003257271,0.00002197866,0.000003368533,0.0005869135,0.00000109278,0.007499713,0.00001783677,0.0001337969,0.004037252],"study_design_scores_gemma":[0.001692203,0.0002201893,0.8064325,0.00006391994,0.0001573952,0.000003985099,0.0001248674,0.000002828834,0.1909607,0.00001199605,0.0002788434,0.00005062161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957492,0.001850656,0.0000406792,0.0001082502,0.000280477,0.0002739924,0.0001461602,0.000003441295,0.001547154],"genre_scores_gemma":[0.9992315,0.00005044677,0.00003044538,0.000130327,0.00009067414,0.000008234515,0.000001869187,0.00001127371,0.0004452669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.183461,"threshold_uncertainty_score":0.2509778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522397183502713,"score_gpt":0.3031468231203503,"score_spread":0.2779228512853232,"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."}}