{"id":"W4242895216","doi":"10.1089/vid.2010.0024","title":"Digital Nephroscopy: The Next Step","year":2010,"lang":"en","type":"article","venue":"Videourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003023438,0.0007985823,0.0007703435,0.001613205,0.001113588,0.003615151,0.001322998,0.00447396,0.1532368],"category_scores_gemma":[0.00665563,0.0003517824,0.000900128,0.0005129395,0.001701381,0.008281253,0.003398981,0.00715561,0.04125811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009119848,"about_ca_system_score_gemma":0.00278234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063353,"about_ca_topic_score_gemma":0.005573365,"domain_scores_codex":[0.9991871,0.0001478712,0.00007472952,0.00007830002,0.0003699642,0.0001421422],"domain_scores_gemma":[0.9921449,0.001804825,0.0002750926,0.000549256,0.001884753,0.00334117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001900305,0.0001402746,0.0008443259,0.0006477812,0.00002921877,0.0006486553,0.00005614503,0.00009723314,0.0009855994,0.006947329,0.4838918,0.5055216],"study_design_scores_gemma":[0.00008052056,0.0001601752,0.002804876,0.001650217,0.00003450487,0.0069584,0.0005066166,0.0002215738,0.0004602953,0.0158158,0.9712377,0.00006927148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00470623,0.1627864,0.02091372,0.6175784,0.04637789,0.0001903057,0.000771762,0.002393246,0.144282],"genre_scores_gemma":[0.05032576,0.3352989,0.08270813,0.151166,0.1357103,0.0002762904,0.001780581,0.0008742991,0.2418597],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1532368,"threshold_uncertainty_score":0.5126282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596052817817825,"score_gpt":0.2765740739913349,"score_spread":0.2606135458131567,"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."}}