{"id":"W4388199179","doi":"10.58931/cpct.2023.1318","title":"2023 Update On the Screening and Treatment of Localized Prostate Cancer","year":2023,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Cancer Care Ontario; American Society of Clinical Oncology","keywords":"Prostate cancer; Medicine; Cancer; Disease; Prostate; Primary care; Oncology; Intensive care medicine; Gynecology; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002354756,0.0009304486,0.001225813,0.005082571,0.000894957,0.001402126,0.002277908,0.002019843,0.02200963],"category_scores_gemma":[0.007885626,0.0003538781,0.001071007,0.006247558,0.000449166,0.001076047,0.0008993428,0.002906858,0.00808162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01122442,"about_ca_system_score_gemma":0.02740585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5612954,"about_ca_topic_score_gemma":0.8377736,"domain_scores_codex":[0.9980026,0.0002095174,0.0001973002,0.00006341148,0.001334582,0.0001925649],"domain_scores_gemma":[0.9882759,0.0009053149,0.0005062764,0.0001041196,0.009080153,0.0011283],"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":[0.00003713444,0.00001878167,0.0003996195,0.001385218,0.00002640076,0.00006645143,0.00003042061,0.00007516273,0.00008189926,0.0003070972,0.8342719,0.1633],"study_design_scores_gemma":[0.00002205458,0.00002111181,0.002815955,0.002542559,0.00006850319,0.0001853061,0.00002633699,0.00003363467,0.00002568973,0.0001091553,0.9941374,0.0000122825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000671108,0.8294523,0.0007255536,0.05274918,0.02151398,0.0002548969,0.01097977,0.0004275246,0.08322565],"genre_scores_gemma":[0.004748766,0.8805518,0.003620327,0.03592578,0.0160348,0.0002069512,0.02049706,0.0001051901,0.03830943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4387046,"threshold_uncertainty_score":0.8825765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173873846744681,"score_gpt":0.2629520306816241,"score_spread":0.2412132922141773,"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."}}