{"id":"W6920747668","doi":"10.6084/m9.figshare.28768936","title":"Treatment intensification in metastatic castration-sensitive prostate cancer: a real-world study in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Prostate; Androgen deprivation therapy; Metastasis; Bone metastasis; Chemotherapy; Cancer; Androgen; Hormonal therapy","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":[0.00147314,0.0006443012,0.0008171491,0.001625483,0.002424666,0.001967129,0.002366242,0.0008218732,0.00195936],"category_scores_gemma":[0.003021049,0.0006407725,0.001051126,0.007724117,0.001174743,0.000510708,0.001209275,0.001369365,0.0002037966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05815604,"about_ca_system_score_gemma":0.06449412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960129,"about_ca_topic_score_gemma":0.9974279,"domain_scores_codex":[0.9977332,0.0002667672,0.0001363058,0.0003156259,0.0008152223,0.000732776],"domain_scores_gemma":[0.9949008,0.0003012967,0.001294743,0.0001571612,0.001839899,0.001506099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923316,0.0001022691,0.9909237,0.0001093689,0.0001919174,0.0001805304,0.0004777064,0.0002447057,0.00016687,0.0001570752,0.002435464,0.00471808],"study_design_scores_gemma":[0.00007321354,0.00006626667,0.9960395,0.0001145738,0.0001173955,0.0001354285,0.001300945,0.000662167,0.00004808445,0.00003766432,0.001380479,0.00002423972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836785,0.004696511,0.0002157693,0.001610455,0.00006114814,0.0001419204,0.007185488,0.00002255172,0.002387732],"genre_scores_gemma":[0.9936439,0.00178749,0.0002869626,0.0006207697,0.0000317009,0.00003281433,0.002909369,0.00001125027,0.0006757589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05815604,"threshold_uncertainty_score":0.4219536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05874927225796864,"score_gpt":0.3650663436254866,"score_spread":0.306317071367518,"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."}}