{"id":"W4240358522","doi":"10.5489/cuaj.295","title":"Varicocele surgery or embolization: Which is better?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Varicocele; Embolization; Medicine; Surgery; Radiology; Infertility","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000346054,0.0001082311,0.0002305724,0.0001829493,0.0002383758,0.0001333008,0.00005298707,0.0002440504,0.01731516],"category_scores_gemma":[0.002515479,0.00007715295,0.0001013691,0.0004357464,0.00001160066,0.000194061,0.000006481966,0.0003579657,0.0007129341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757932,"about_ca_system_score_gemma":0.0008092196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153052,"about_ca_topic_score_gemma":0.0004923525,"domain_scores_codex":[0.9987635,0.00008649379,0.0002943915,0.0001512534,0.0003107153,0.0003936375],"domain_scores_gemma":[0.9981204,0.0002769737,0.0001672036,0.00009298874,0.0006472011,0.0006952386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000107646,0.00003106797,0.8056636,0.0000038835,0.00006386011,0.00006978347,0.0000375238,0.000004075259,0.00004857662,0.00004543765,0.1899559,0.004065414],"study_design_scores_gemma":[0.0002836594,0.0001181346,0.9392689,0.00001133027,0.00006554808,0.0005138704,0.00002575971,0.0004500343,0.00002078809,0.0008190079,0.05831745,0.0001054621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.889186,0.0001104658,0.0004729224,0.1042343,0.0008239661,0.0002120465,0.000008557533,0.00005729717,0.004894394],"genre_scores_gemma":[0.9713137,0.00005501117,0.0002098117,0.02579143,0.0009819845,0.00001048118,0.00002966209,0.00001213215,0.001595809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1336053,"threshold_uncertainty_score":0.9835832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174983026302135,"score_gpt":0.2150405816363976,"score_spread":0.1975422790061841,"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."}}