{"id":"W2001143432","doi":"10.3816/cgc.2003.n.017","title":"Active Surveillance with Selective Delayed Intervention: A Biologically Nuanced Approach to Favorable-Risk Prostate Cancer","year":2003,"lang":"en","type":"review","venue":"Clinical Prostate Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Watchful waiting; Medicine; Prostate cancer; Disease; Intervention (counseling); Internal medicine; Prostate-specific antigen; Oncology; Cancer; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005698183,0.0007473938,0.001757382,0.001072177,0.0001808321,0.0005480037,0.0009279019,0.0005830653,0.0021026],"category_scores_gemma":[0.0008496605,0.0002027135,0.0006400257,0.0008567831,0.0004512472,0.0007357025,0.0004028025,0.001444386,0.000432353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000518512,"about_ca_system_score_gemma":0.0009523682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265727,"about_ca_topic_score_gemma":0.003941007,"domain_scores_codex":[0.9998274,0.00004938084,0.00002633218,0.00003914267,0.00004444838,0.00001328421],"domain_scores_gemma":[0.9997122,0.0001644011,0.00006649351,0.000008563209,0.00002782453,0.00002060395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002091063,0.0001052921,0.0005686305,0.01296763,0.0001677352,0.0002823664,0.00003742483,0.0005189631,0.0007876995,0.00105988,0.00861548,0.9746799],"study_design_scores_gemma":[0.0007678361,0.002305151,0.01438696,0.02298504,0.003215245,0.01599875,0.0002432459,0.001055164,0.002208991,0.004488011,0.9322327,0.0001128989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004095622,0.9982053,0.000377554,0.0002527508,0.0001145347,0.000008308944,0.000009847966,0.000007958646,0.0006141221],"genre_scores_gemma":[0.004874991,0.9934437,0.0005062768,0.000463472,0.0002728443,0.00001202912,0.00002794285,0.000002155815,0.0003964857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0021026,"threshold_uncertainty_score":0.007033944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08358071807234146,"score_gpt":0.4218320146886531,"score_spread":0.3382512966163116,"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."}}