{"id":"W7071098263","doi":"","title":"RADIUM-223 TREATMENT IN PATIENTS WITH PROSTATE CANCER IN ONTARIO","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Stage (stratigraphy); Radiation therapy; Cancer; Disease; Prostate-specific antigen; Prostate; Adenocarcinoma; Prostatic acid phosphatase; Immunotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001775964,0.0001417239,0.0003151817,0.0006421831,0.001554864,0.0006062828,0.0005980426,0.0002789345,0.003370666],"category_scores_gemma":[0.001023672,0.0002288341,0.0003879222,0.003098059,0.0003458041,0.000236408,0.0005914284,0.0003788593,0.0002698136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01370879,"about_ca_system_score_gemma":0.01622394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8885469,"about_ca_topic_score_gemma":0.9399889,"domain_scores_codex":[0.9995185,0.00002934879,0.00004117233,0.00006381446,0.0001847452,0.0001622581],"domain_scores_gemma":[0.9989761,0.00005192642,0.000481561,0.00002165061,0.0002147386,0.0002540726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457361,0.00003706334,0.9907398,0.0001491108,0.00003764974,0.0004618035,0.0004952014,0.00009161533,0.0003798341,0.00005546262,0.002533484,0.0048732],"study_design_scores_gemma":[0.00001796883,0.00004383074,0.9954767,0.00004379322,0.0000214764,0.0003146041,0.0004383062,0.00008054444,0.00004667053,0.00002033201,0.0034899,0.000006043755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764757,0.002471639,0.00009174294,0.001420794,0.00003638078,0.0001532884,0.007772709,0.00002490797,0.01155278],"genre_scores_gemma":[0.9946561,0.00121553,0.0001192806,0.0003891755,0.00003047171,0.00004865276,0.002213201,0.000005894375,0.001321673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114531,"threshold_uncertainty_score":0.2242188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242074709729085,"score_gpt":0.2374351738606084,"score_spread":0.2250144267633176,"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."}}