{"id":"W4391872533","doi":"10.3390/curroncol31020078","title":"Contemporary Systemic Therapy Intensification for Prostate Cancer: A Review for General Practitioners in Oncology","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital","funders":"","keywords":"Medicine; Prostate cancer; Systemic therapy; Disease; Oncology; Hormonal therapy; Cancer; Internal medicine; Prostate; Androgen deprivation therapy; Metastasis; Intensive care medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007502976,0.0006448667,0.001294218,0.001976717,0.0002716747,0.0008660099,0.0008083651,0.0009015073,0.004993319],"category_scores_gemma":[0.001703554,0.0002544837,0.0008488557,0.002550761,0.000328671,0.001046273,0.0005440786,0.001287067,0.0008077387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231498,"about_ca_system_score_gemma":0.001805995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034971,"about_ca_topic_score_gemma":0.007784473,"domain_scores_codex":[0.9997223,0.00007176623,0.00006151712,0.00004296119,0.00008162522,0.00001981498],"domain_scores_gemma":[0.9990434,0.0006375883,0.0001334964,0.00001135458,0.0001375377,0.00003655245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006438416,0.00003452841,0.0002350484,0.0613333,0.0001694344,0.00009167937,0.00009150301,0.0002042911,0.0002407932,0.001126689,0.03076026,0.9056481],"study_design_scores_gemma":[0.00005416954,0.0001561341,0.00286825,0.06555407,0.000879295,0.001287913,0.0001956761,0.000127883,0.0001298429,0.001365026,0.9273529,0.00002892085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000459689,0.9993312,0.00002584286,0.0002531547,0.00007097687,0.000003526765,0.0000131451,0.000002051083,0.0002540987],"genre_scores_gemma":[0.000280283,0.9993162,0.00007277802,0.0001849236,0.00005518426,0.000004038177,0.0000149186,5.269647e-7,0.00007111979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004993319,"threshold_uncertainty_score":0.01670432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4555569369407522,"score_gpt":0.5848932609584662,"score_spread":0.1293363240177139,"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."}}