{"id":"W4404860848","doi":"10.5489/cuaj.9053","title":"Addressing an urgent treatment gap in advanced prostate cancer","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Cancer; Medicine; Prostate; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00799363,0.0003339597,0.001327814,0.001473713,0.005564698,0.005904149,0.002037823,0.005401454,0.0222213],"category_scores_gemma":[0.02563667,0.0003221074,0.0009475639,0.001619903,0.00297961,0.005487302,0.00616424,0.01032062,0.001999295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0106247,"about_ca_system_score_gemma":0.06149429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06342624,"about_ca_topic_score_gemma":0.2105094,"domain_scores_codex":[0.9937944,0.002181015,0.0004175245,0.0003727114,0.001647313,0.001586988],"domain_scores_gemma":[0.9747272,0.006143236,0.001352499,0.0003554546,0.004406232,0.01301537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002222711,0.0004731921,0.009073318,0.002909748,0.0001088229,0.000843446,0.002310036,0.0003666385,0.0003512109,0.03732929,0.5777264,0.3682856],"study_design_scores_gemma":[0.0001646449,0.0003517698,0.02186682,0.006220249,0.0001515433,0.001898764,0.01028031,0.0005077649,0.0002062656,0.05106053,0.9071788,0.0001124785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004438771,0.05389991,0.0004254214,0.9222698,0.006063217,0.00002072438,0.000259129,0.00003974481,0.01258333],"genre_scores_gemma":[0.2944052,0.1583025,0.005599153,0.4812907,0.04844775,0.0001749714,0.001639736,0.0001871948,0.009952872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06342624,"threshold_uncertainty_score":0.1261141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07448721333895536,"score_gpt":0.3665704859103615,"score_spread":0.2920832725714061,"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."}}