{"id":"W4283693979","doi":"10.3390/curroncol29070362","title":"Achieving Consensus for Management of Hormone-Sensitive, Low-Volume Metastatic Prostate Cancer in Italy","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag","keywords":"Medicine; Prostate cancer; Systemic therapy; Oncology; Radiation therapy; Disease; Androgen deprivation therapy; Hormone therapy; Internal medicine; Metastasis; Prostate-specific antigen; Docetaxel; Cancer; Breast cancer","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":[0.08262159,0.001038521,0.001364599,0.004488645,0.003065905,0.004411066,0.005712349,0.008852617,0.002055535],"category_scores_gemma":[0.0913253,0.0008242991,0.002807189,0.002194638,0.003441756,0.003767419,0.01072979,0.01115303,0.001341589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009964943,"about_ca_system_score_gemma":0.03085272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00514366,"about_ca_topic_score_gemma":0.004568503,"domain_scores_codex":[0.9317861,0.04126038,0.01302997,0.002873707,0.007859758,0.003190174],"domain_scores_gemma":[0.9358677,0.01716429,0.008201267,0.002620402,0.02684269,0.00930369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003563718,0.0004600744,0.0125133,0.01121255,0.000303748,0.006075442,0.0421421,0.004111,0.007373441,0.04459934,0.5067888,0.3640638],"study_design_scores_gemma":[0.0001991981,0.000354893,0.0123675,0.01814132,0.0001632688,0.003457014,0.01509624,0.003633004,0.001558728,0.03463872,0.910065,0.0003249949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02671105,0.07608642,0.08034243,0.7216622,0.04641377,0.006236668,0.000554638,0.0007453783,0.04124755],"genre_scores_gemma":[0.391515,0.06710631,0.3176346,0.166946,0.02530272,0.008373974,0.002783329,0.0006011029,0.01973694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08262159,"threshold_uncertainty_score":0.43695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09806637829297123,"score_gpt":0.4334130943124152,"score_spread":0.335346716019444,"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."}}