{"id":"W4252231321","doi":"10.5489/cuaj.1152","title":"The public knows little about urology: How important is this?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02747114,0.0006727413,0.002371065,0.004050445,0.007433448,0.0153731,0.002566042,0.01881906,0.01562508],"category_scores_gemma":[0.1469643,0.0008064704,0.001098368,0.005860386,0.02001386,0.0233718,0.004848643,0.02603163,0.002216492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01953568,"about_ca_system_score_gemma":0.0484351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1244126,"about_ca_topic_score_gemma":0.1420138,"domain_scores_codex":[0.9775807,0.01066554,0.001000481,0.001160055,0.00651077,0.003082522],"domain_scores_gemma":[0.7749635,0.1344064,0.01459019,0.003342571,0.03968719,0.03301008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004705017,0.0004252151,0.03836705,0.003964635,0.0003959826,0.001283013,0.005376968,0.0006204323,0.000187363,0.1106077,0.6328036,0.2054976],"study_design_scores_gemma":[0.0001810273,0.0002847414,0.04937726,0.02221206,0.0005418311,0.002178329,0.03167609,0.0008755443,0.0002667313,0.2908099,0.6011068,0.0004898028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009145333,0.01614723,0.0001271602,0.9786985,0.001900169,0.000002303672,0.00006192135,0.000004832828,0.00214329],"genre_scores_gemma":[0.1534477,0.1242074,0.0006720899,0.6852397,0.03350887,0.00002729302,0.0002210232,0.00006703478,0.002608985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8755875,"threshold_uncertainty_score":0.2473767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086055991781474,"score_gpt":0.2194659082104756,"score_spread":0.1886053482926609,"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."}}