{"id":"W2106869018","doi":"10.1200/jco.2014.55.1192","title":"Long-Term Follow-Up of a Large Active Surveillance Cohort of Patients With Prostate Cancer","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1220,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Watchful waiting; Cancer; Cohort; Hazard ratio; Prostate; Internal medicine; Prostate-specific antigen; Prospective cohort study; Oncology; Cohort study; Gynecology; Confidence interval","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":[0.002557209,0.0004412188,0.000658122,0.0007737243,0.001383646,0.0008571215,0.0004893615,0.0006121111,0.0007478088],"category_scores_gemma":[0.00389412,0.0002981003,0.000689815,0.0006061525,0.0005215876,0.0009398055,0.0009170456,0.0008291917,0.0002710143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757089,"about_ca_system_score_gemma":0.0006732114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545124,"about_ca_topic_score_gemma":0.001981674,"domain_scores_codex":[0.9989234,0.0004310544,0.00009945041,0.000231376,0.0001756267,0.0001391027],"domain_scores_gemma":[0.99632,0.0006178098,0.001116588,0.0005236702,0.0004277624,0.0009941733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00128965,0.0004532406,0.9922121,0.00001586314,0.0001335235,0.0001844888,0.0001388116,0.00007682428,0.0007502129,0.000009940695,0.0001655849,0.004569732],"study_design_scores_gemma":[0.0002141362,0.003880853,0.9931921,0.00001887192,0.0002113951,0.0009450817,0.0002047099,0.0003927323,0.0003999021,0.00003881318,0.0004831933,0.00001820605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992235,0.0002100574,0.0001817531,0.00003581844,0.000008344473,0.00004009157,0.000173882,0.000004762706,0.0001217286],"genre_scores_gemma":[0.9984509,0.00009768277,0.0002159177,0.00004948047,0.00003363088,0.00007420032,0.0009375467,0.00000237792,0.0001381636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557209,"threshold_uncertainty_score":0.01352394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777705958447385,"score_gpt":0.4154668623716197,"score_spread":0.3776898027871458,"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."}}