{"id":"W4255357567","doi":"10.6004/jnccn.2007.0060","title":"Point: Active Surveillance for Favorable Risk Prostate Cancer","year":2007,"lang":"en","type":"review","venue":"Journal of the National Comprehensive Cancer Network","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Disease; Comorbidity; Cancer; Intervention (counseling); Prostate; Intensive care medicine; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01088937,0.0004858781,0.003590073,0.0003832362,0.0004962873,0.00009940579,0.000887357,0.0003533332,0.0001969145],"category_scores_gemma":[0.003685697,0.0004185899,0.001301947,0.0006721296,0.0001218617,0.0003617942,0.0001125685,0.001029624,0.00006530252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003768113,"about_ca_system_score_gemma":0.002056538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191703,"about_ca_topic_score_gemma":0.0001663235,"domain_scores_codex":[0.9909289,0.0008191165,0.006713347,0.0005265783,0.000396391,0.000615645],"domain_scores_gemma":[0.9697147,0.006888865,0.02086565,0.0003070618,0.002035493,0.000188244],"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":[0.0002629465,0.0001136592,0.001733403,0.01167743,0.003765096,0.000001660927,0.000564472,0.04609369,5.573532e-8,0.01080659,0.8273525,0.09762855],"study_design_scores_gemma":[0.0006860067,0.00005323863,0.0006466814,0.005301792,0.0001336077,0.00002039216,0.00005131202,0.0003298967,1.275465e-7,0.01209245,0.9802791,0.0004053564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003722771,0.9819272,0.0005653848,0.004418421,0.005982002,0.002017313,0.004630369,0.00001231951,0.0004097751],"genre_scores_gemma":[0.00005110154,0.9843317,0.001041069,0.005679455,0.007495712,0.000312226,0.00003537935,0.00009540553,0.0009580046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1529267,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4769247467430893,"score_gpt":0.5108862904012774,"score_spread":0.0339615436581881,"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."}}