{"id":"W4393142464","doi":"10.1093/oncolo/oyae036","title":"Real-World Evaluation of Primary Versus Secondary Prevention of Skeletal-Related Events in Metastatic Castration-Resistant Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"The Oncologist","topic":"Bone health and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Centre Hospitalier de l’Université de Montréal; Bruyère; University of Ottawa","funders":"Astellas Pharma","keywords":"Medicine; Prostate cancer; Zoledronic acid; Denosumab; Radiation therapy; Internal medicine; Oncology; Androgen deprivation therapy; Cancer; Osteoporosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00283168,0.0002152144,0.0004191503,0.0006816289,0.0004518287,0.0008478698,0.0005772106,0.0003137825,0.001194589],"category_scores_gemma":[0.01225396,0.0001531633,0.0006442441,0.001860069,0.0003942286,0.0003855029,0.0005094565,0.0004050858,0.0001122311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004014758,"about_ca_system_score_gemma":0.00290471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2027016,"about_ca_topic_score_gemma":0.3048544,"domain_scores_codex":[0.9975069,0.001076046,0.0002379559,0.0003861744,0.0005835543,0.0002094802],"domain_scores_gemma":[0.9889158,0.002337407,0.006183697,0.0003899566,0.001338446,0.0008346519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006604829,0.00004000696,0.994854,0.00009917751,0.0001599416,0.00001557985,0.00005857073,0.0004264659,0.00004914224,0.00003874964,0.0003798844,0.003218041],"study_design_scores_gemma":[0.00005479731,0.0002244865,0.9973792,0.00003331791,0.00007839312,0.00005767715,0.0001704822,0.001290462,0.00006678038,0.00003841346,0.0005972722,0.000008812349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912907,0.001194289,0.0001589031,0.0002720754,0.000009553803,0.0000505669,0.006112629,0.00001084848,0.0009003103],"genre_scores_gemma":[0.997387,0.0001897396,0.0001962478,0.00004613416,0.0000105878,0.00001926394,0.00209765,0.00000148099,0.00005191516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2027016,"threshold_uncertainty_score":0.4030435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0875235150987341,"score_gpt":0.4214431469459067,"score_spread":0.3339196318471725,"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."}}