{"id":"W3110409001","doi":"10.5489/cuaj.7031","title":"\"When will I have my surgery?”","year":2020,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology; General surgery","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":[0.01535649,0.00652051,0.005590338,0.008955696,0.008993916,0.01595091,0.006233403,0.03741169,0.02477733],"category_scores_gemma":[0.07536583,0.00206551,0.0043257,0.004021663,0.004184829,0.006293462,0.003042038,0.03627252,0.01408786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01214653,"about_ca_system_score_gemma":0.01608116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02395658,"about_ca_topic_score_gemma":0.08052443,"domain_scores_codex":[0.9895975,0.00207875,0.00120717,0.000936491,0.005249355,0.0009306835],"domain_scores_gemma":[0.9370595,0.02315984,0.002239219,0.0009449908,0.02511252,0.01148384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001317151,0.000004930343,0.00001767962,0.00008277242,0.000006886478,0.00003268657,0.000007286839,0.000006545305,0.000006363445,0.00009804442,0.9983652,0.001358415],"study_design_scores_gemma":[0.0001395235,0.00002765387,0.0005351807,0.001447005,0.0001277765,0.0002052585,0.0001973022,0.0001767895,0.00004556223,0.0009924038,0.9960653,0.0000401519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001184736,0.002169135,0.00002562723,0.0376597,0.9592923,0.0000146673,0.00004561326,0.00001260905,0.0007685638],"genre_scores_gemma":[0.0002253822,0.003514436,0.00005857904,0.0329796,0.9585818,0.00003489491,0.00003891506,0.00001929438,0.004547051],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03741169,"threshold_uncertainty_score":0.0881297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857579014721022,"score_gpt":0.2383617819312055,"score_spread":0.2197859917839953,"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."}}