{"id":"W4313199635","doi":"10.14740/wjon1476","title":"Treatment Patterns Among Patients With Advanced Prostate Cancer in Brazil: An Analysis of a Private Healthcare System Database","year":2022,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enzalutamide; Medicine; Docetaxel; Cabazitaxel; Prostate cancer; Abiraterone; Oncology; Clinical endpoint; Internal medicine; Abiraterone acetate; Cancer; Clinical trial; Androgen deprivation therapy; Androgen receptor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001721388,0.0002071465,0.0005735084,0.001856884,0.000432216,0.001031418,0.0005893337,0.0003154477,0.001046982],"category_scores_gemma":[0.01048591,0.0003397888,0.0007390365,0.004857392,0.0003595134,0.0005738799,0.001074721,0.0003868701,0.0001375971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174044,"about_ca_system_score_gemma":0.002237038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07938895,"about_ca_topic_score_gemma":0.07305152,"domain_scores_codex":[0.9979423,0.0005546166,0.0004556326,0.0004107149,0.0004370795,0.0001997225],"domain_scores_gemma":[0.9902326,0.001691117,0.005870789,0.0007224311,0.0009847332,0.0004982802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004755209,0.00002279628,0.9973838,0.00007164837,0.00007169914,0.00003882747,0.0002240685,0.00003983719,0.00007195534,0.000040687,0.0002353789,0.001751715],"study_design_scores_gemma":[0.00001438682,0.00004125507,0.997514,0.000084081,0.00006399748,0.0002203184,0.0006828153,0.0004259561,0.00004982466,0.00004227914,0.0008530467,0.000008026167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904144,0.0006911301,0.0001991628,0.0002576746,0.000004993367,0.00007954984,0.007656518,0.000009928649,0.0006866987],"genre_scores_gemma":[0.9952109,0.0004735147,0.0002815804,0.00009302182,0.000005694968,0.00006023877,0.003807435,0.000004452562,0.00006310423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07938895,"threshold_uncertainty_score":0.1578537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211890470935008,"score_gpt":0.3693875227826539,"score_spread":0.3481984756891531,"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."}}