{"id":"W4301485289","doi":"","title":"Urinary monitoring among health professionals working in oncology: canadian pilot study and french outlooks","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Health professionals; Urinary system; Medicine; Oncology; Medical education; Medical physics; Psychology; Internal medicine; Political science; Health care","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":[0.002010253,0.00059053,0.0007214617,0.001885101,0.003674345,0.002183708,0.001034402,0.001102437,0.002921106],"category_scores_gemma":[0.006152698,0.0004960705,0.0009591998,0.005867705,0.001324766,0.000741081,0.001211444,0.001033815,0.0002825831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01605726,"about_ca_system_score_gemma":0.02820408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9684548,"about_ca_topic_score_gemma":0.9732704,"domain_scores_codex":[0.9977112,0.0003275739,0.0001049848,0.0002704435,0.0005965738,0.0009892262],"domain_scores_gemma":[0.9957976,0.0005886219,0.0004827664,0.0001331556,0.001865953,0.001131828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003245345,0.0002950499,0.9818847,0.0001219286,0.00006269334,0.0004644364,0.006940243,0.00003886324,0.0003055253,0.0001785756,0.001548529,0.00783498],"study_design_scores_gemma":[0.00002765189,0.0001727474,0.9884797,0.00007200942,0.00004704746,0.0001774246,0.009139104,0.00005598155,0.00005875097,0.00002714006,0.001716317,0.00002616079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922777,0.001765945,0.0001034523,0.0009696007,0.00004210047,0.0001217199,0.00157097,0.000005431166,0.003143029],"genre_scores_gemma":[0.9953924,0.001643113,0.0002034298,0.0003586525,0.00002632842,0.00005828507,0.0008616608,0.000006278479,0.001449732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03154522,"threshold_uncertainty_score":0.1165041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05656391395780723,"score_gpt":0.3353311318754272,"score_spread":0.2787672179176199,"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."}}