{"id":"W4392807792","doi":"10.1016/j.urolonc.2024.01.206","title":"ACTIVE SURVEILLANCE VERSUS PRIMARY INTERVENTION FOR CLINICAL T1A KIDNEY TUMORS: CONTEMPORARY RESULTS AFTER FOURTEN-YEAR EXPERIENCE OF THE DISSRM PROSPECTIVE COMPARATIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Intervention (counseling); Medicine; Prospective cohort study; Primary (astronomy); Oncology; Internal medicine; Nursing","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":[0.005935451,0.0005761395,0.001557496,0.0007588891,0.0004650842,0.001156155,0.0007640804,0.0007643026,0.002307311],"category_scores_gemma":[0.00465374,0.0002470863,0.001381271,0.001043847,0.001029578,0.001181486,0.0006154458,0.0008428362,0.0004281489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354169,"about_ca_system_score_gemma":0.0005411591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667552,"about_ca_topic_score_gemma":0.001528513,"domain_scores_codex":[0.9975703,0.001488813,0.0001811402,0.0003463207,0.0001866221,0.0002268534],"domain_scores_gemma":[0.9956489,0.002183997,0.0006606067,0.0007347291,0.0002903421,0.000481442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6656401,0.01098741,0.2363916,0.0004484891,0.002007761,0.0002553493,0.001053671,0.0006054447,0.003225071,0.0003466126,0.0003854258,0.0786531],"study_design_scores_gemma":[0.02890468,0.3111357,0.6427693,0.0001885126,0.005297417,0.000760426,0.001788615,0.001227765,0.004380601,0.0004464754,0.002987219,0.0001133774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961623,0.00268037,0.0001655512,0.00003331227,0.00002679725,0.00004915367,0.0002434011,0.000004799826,0.0006343094],"genre_scores_gemma":[0.9979653,0.0008405092,0.0002168676,0.00006205897,0.00009573733,0.00004291515,0.0004846296,0.00000624792,0.0002855906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005935451,"threshold_uncertainty_score":0.03139001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076805567933071,"score_gpt":0.4072498784454719,"score_spread":0.2995693216521648,"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."}}