{"id":"W7162117714","doi":"10.82308/19827","title":"The heath economics of advanced prostate cancer in Canada","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Prostate disease; Cancer; Breast cancer","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":[0.0006015558,0.0001878144,0.0002965485,0.001381472,0.001601299,0.002569363,0.0006776823,0.0004080886,0.007287297],"category_scores_gemma":[0.003682818,0.0001702721,0.0005534748,0.004337213,0.0007868032,0.0005752756,0.001096289,0.000950017,0.000239685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07962095,"about_ca_system_score_gemma":0.1246201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922222,"about_ca_topic_score_gemma":0.9953313,"domain_scores_codex":[0.9990538,0.00009769906,0.00002903067,0.00005203119,0.0003936435,0.0003737652],"domain_scores_gemma":[0.9976286,0.0002856271,0.0002247307,0.00003397583,0.001002385,0.0008246188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007058785,0.000182121,0.5262842,0.001964196,0.0006026012,0.0007952987,0.002601683,0.01530797,0.0005573167,0.07080153,0.1288848,0.2513125],"study_design_scores_gemma":[0.0001527191,0.0001872934,0.8123331,0.001294988,0.000276676,0.0004166894,0.006546798,0.007109865,0.0003061733,0.007283953,0.1639492,0.0001425842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6301331,0.08254625,0.001718594,0.0998833,0.001024904,0.0004775444,0.03486459,0.0001121899,0.1492396],"genre_scores_gemma":[0.9449698,0.03445488,0.0005467711,0.002362742,0.0001602482,0.0000528633,0.003145453,0.00002478965,0.01428249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07962095,"threshold_uncertainty_score":0.5776931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009953223195951115,"score_gpt":0.3120547242909647,"score_spread":0.3021015010950136,"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."}}