{"id":"W2405068450","doi":"","title":"Is routine micropuncture access necessary for percutaneous nephrostomy? A randomized trial.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Percutaneous nephrostomy; Nephrostomy; Percutaneous; Percutaneous nephrolithotomy; Surgery; Randomized controlled trial; Urology","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":[0.003561467,0.0009221173,0.003080737,0.0004457097,0.0004354101,0.001139142,0.001046586,0.002951266,0.0100187],"category_scores_gemma":[0.007410769,0.0008810377,0.0018978,0.0004691565,0.001373001,0.0013796,0.000541141,0.002490011,0.0009386825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005433974,"about_ca_system_score_gemma":0.001228099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004565208,"about_ca_topic_score_gemma":0.0006262109,"domain_scores_codex":[0.9977785,0.001384202,0.0001863775,0.0003139596,0.0001480183,0.0001890486],"domain_scores_gemma":[0.9938744,0.003153414,0.001635771,0.0002583005,0.0001313499,0.0009467578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9862342,0.00314333,0.001136479,0.0004427839,0.0006073277,0.00002375929,0.00001932263,0.00008759809,0.0002783028,0.00007027583,0.0002566588,0.007699948],"study_design_scores_gemma":[0.9030689,0.09007744,0.004446025,0.0001100553,0.0009902425,0.00005231143,0.00002575415,0.0005887448,0.0001229941,0.0001603954,0.0003429577,0.00001424487],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869862,0.006733235,0.0006138276,0.001199718,0.0008192158,0.002005773,0.0003529177,0.00008229748,0.001206752],"genre_scores_gemma":[0.9905425,0.002119256,0.001285767,0.0008714856,0.001109583,0.003162863,0.0003261813,0.00000909842,0.0005733119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100187,"threshold_uncertainty_score":0.03351593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04851569003850716,"score_gpt":0.2872443261115155,"score_spread":0.2387286360730083,"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."}}