{"id":"W280021906","doi":"10.1308/003588407x202173h","title":"Advanced Endourology: The Complete Clinical Guide.","year":2015,"lang":"en","type":"article","venue":"PubMed Central","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005217942,0.001206952,0.001121801,0.001546504,0.0007814215,0.003202045,0.001155363,0.002243834,0.1469249],"category_scores_gemma":[0.001695999,0.0007749644,0.0007224914,0.001243703,0.0004917444,0.002902239,0.001811205,0.003949186,0.1738059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465539,"about_ca_system_score_gemma":0.001971404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373893,"about_ca_topic_score_gemma":0.004074139,"domain_scores_codex":[0.9994864,0.00005148546,0.00003507704,0.00006899406,0.0003247765,0.00003322661],"domain_scores_gemma":[0.9995531,0.00007698839,0.00003625095,0.00002921826,0.0001873152,0.0001170779],"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":[0.00001663779,0.00005267949,0.0001710669,0.0004303702,0.000005298661,0.0002871229,0.00009538359,0.00008122576,0.000436548,0.001106018,0.7539372,0.2433806],"study_design_scores_gemma":[0.000007494192,0.00002212447,0.0003220167,0.0003898246,0.000003246677,0.002136957,0.00004120461,0.00006067133,0.00007367041,0.000672621,0.996259,0.00001124727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002236655,0.287138,0.02256942,0.02242376,0.02100441,0.000916946,0.006418703,0.005059567,0.6322326],"genre_scores_gemma":[0.004507841,0.10196,0.02862714,0.01349871,0.003409821,0.000618254,0.004396758,0.00136604,0.8416153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1469249,"threshold_uncertainty_score":0.4915128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09023693572848525,"score_gpt":0.3295752841176627,"score_spread":0.2393383483891774,"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."}}