{"id":"W2063330244","doi":"10.3747/co.19.1304","title":"The Changing Landscape in Prostate Cancer","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Pride; Cancer; Data science; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005197252,0.0003670443,0.0009723688,0.00128484,0.002235998,0.004972969,0.001028028,0.00504111,0.005918308],"category_scores_gemma":[0.01131704,0.0003068167,0.0004948628,0.001555223,0.003802104,0.005516712,0.00228174,0.01125511,0.001604777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004151013,"about_ca_system_score_gemma":0.004880955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00638754,"about_ca_topic_score_gemma":0.01063987,"domain_scores_codex":[0.9973512,0.001166657,0.0001839023,0.0002580619,0.0006186362,0.0004216022],"domain_scores_gemma":[0.993923,0.00204765,0.0004016598,0.0001701268,0.001315851,0.002141653],"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":[0.00008162596,0.00004203552,0.001334827,0.0007497123,0.00003935975,0.0004086589,0.0008178644,0.0001793672,0.0002978322,0.02661042,0.8368505,0.1325879],"study_design_scores_gemma":[0.00001214807,0.00005933459,0.002443201,0.0006765662,0.00001453467,0.0009348008,0.001152702,0.00006563558,0.0000718341,0.01278228,0.981751,0.00003598063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00110583,0.2695539,0.0002560627,0.699881,0.02427552,0.000004434779,0.00007349308,0.0000336141,0.004816151],"genre_scores_gemma":[0.03813132,0.5096104,0.0006143487,0.3157848,0.1276592,0.00002634079,0.0001651704,0.00009624261,0.007912165],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00638754,"threshold_uncertainty_score":0.03011787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283559257388051,"score_gpt":0.4683972279053007,"score_spread":0.3400413021664956,"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."}}