{"id":"W2988891845","doi":"10.1016/j.purol.2019.08.243","title":"Résultats oncologiques du traitement du cancer de la prostate de risque intermédiaire par ultrasons focalisés de haute-intensité (HIFU) : une première expérience nord-américaine","year":2019,"lang":"fr","type":"article","venue":"Progrès en Urologie","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002027965,0.0008397392,0.001150685,0.0001359456,0.0002179325,0.0001738643,0.0005776535,0.0007026279,0.0002991113],"category_scores_gemma":[0.001680265,0.0007114187,0.0003546051,0.000514901,0.000804431,0.0003334708,0.0003003982,0.001112715,0.00009933684],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004007503,"about_ca_system_score_gemma":0.002258319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004513217,"about_ca_topic_score_gemma":0.0007199863,"domain_scores_codex":[0.9941745,0.00106913,0.0008635299,0.001249768,0.0004335463,0.002209487],"domain_scores_gemma":[0.9958147,0.001822365,0.0004553368,0.0007121174,0.0004329602,0.0007624858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008192175,0.002386065,0.7829081,0.0006919357,0.0007066653,0.002462364,0.0156262,0.002710878,0.002176632,0.0005026953,0.006533147,0.1824761],"study_design_scores_gemma":[0.007359653,0.009293251,0.7728207,0.00245023,0.001512441,0.000844751,0.003210988,0.01245809,0.03759846,0.00102981,0.1502382,0.001183511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239639,0.01755044,0.000816122,0.05040956,0.00114841,0.003588932,0.0003125679,0.0004308163,0.001779243],"genre_scores_gemma":[0.9441563,0.04229699,0.003832679,0.004275545,0.0007817071,0.00378501,0.0000846936,0.0001197942,0.000667254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1812926,"threshold_uncertainty_score":0.9998159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349807110451312,"score_gpt":0.3075477352786503,"score_spread":0.2940496641741371,"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."}}