{"id":"W4245331175","doi":"10.5489/cuaj.2242","title":"Unmoderated Posters: Trauma, Reconstruction and Diversion","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005312075,0.00006996081,0.0001472526,0.0001190651,0.0003408054,0.00004598371,0.00002962623,0.0001838796,0.0003810765],"category_scores_gemma":[0.0002886694,0.00005684852,0.0000345233,0.00009325467,0.00002084827,0.0001034502,0.000004074338,0.0003870776,0.00003077811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727977,"about_ca_system_score_gemma":0.0001532134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005766121,"about_ca_topic_score_gemma":0.0004799291,"domain_scores_codex":[0.999169,0.000100184,0.0001875133,0.0001081138,0.0001457616,0.0002894059],"domain_scores_gemma":[0.9989384,0.00005732935,0.000125689,0.00004367865,0.0001431593,0.0006916772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009197692,0.00001080636,0.8522936,0.000010713,0.0000213552,0.00001027894,0.0001418353,0.000008226732,0.00007380408,0.00009070065,0.007528078,0.1397186],"study_design_scores_gemma":[0.001134369,0.00045434,0.9114422,0.00002414132,0.00003154582,0.0005763493,0.00005259161,0.002764797,0.00001598107,0.0003948449,0.08302306,0.00008583658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971588,0.0000752932,0.00008182363,0.02324224,0.0007522765,0.00008354391,0.000005949165,0.00001496362,0.004155872],"genre_scores_gemma":[0.9860504,0.00007417757,0.0002021487,0.0126938,0.0007795532,9.430415e-7,0.000009572736,0.00000407747,0.0001853855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1396328,"threshold_uncertainty_score":0.417252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259142061869243,"score_gpt":0.2194416153890405,"score_spread":0.2068501947703481,"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."}}