{"id":"W4404630453","doi":"10.1016/j.clgc.2024.102274","title":"Real-world Clinical Outcomes and Prognostic Factors in Neuroendocrine Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Cancer Foundation; University of Calgary; BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Internal medicine; Neuroendocrine tumors; Cancer; Prostate","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005003681,0.0003710167,0.0009362595,0.0003089535,0.00007822493,0.00007528676,0.0001458062,0.000111444,0.000380301],"category_scores_gemma":[0.0002989467,0.0002489401,0.0003599382,0.0006375549,0.0004764026,0.0001667946,0.0002176795,0.001256362,0.00003758327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224682,"about_ca_system_score_gemma":0.0009476017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097341,"about_ca_topic_score_gemma":0.0008939262,"domain_scores_codex":[0.9964277,0.0002548413,0.001212962,0.001002848,0.0003932719,0.0007084153],"domain_scores_gemma":[0.9973959,0.001465681,0.00009453204,0.0003792448,0.00009696592,0.000567704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008685619,0.0004706501,0.9353951,0.0003854771,0.0003245207,0.003864266,0.00008860775,0.000004213981,0.00003397791,0.00002002691,0.004071592,0.05447304],"study_design_scores_gemma":[0.003068935,0.0009361359,0.9696159,0.0005990923,0.000249205,0.0000200395,0.0000542607,0.0002931017,0.00008974811,0.00013023,0.02468814,0.0002551543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758902,0.01041212,6.768667e-7,0.008781494,0.002338983,0.001362902,0.0001055269,0.0001914398,0.0009166697],"genre_scores_gemma":[0.8954165,0.08050398,0.0000787254,0.0005105925,0.001021715,0.0004326469,0.00004180241,0.00007977705,0.02191426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08047368,"threshold_uncertainty_score":0.9999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131803450606838,"score_gpt":0.4836468544912936,"score_spread":0.3704665094306098,"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."}}