{"id":"W4224068312","doi":"10.12968/indn.2022.4.23","title":"Is it time to travel again? A guide for primary care nurses","year":2022,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Primary care; Nursing; Family 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003096573,0.0002813237,0.0005143377,0.0003077071,0.0003275136,0.00002148733,0.0003125366,0.0001613936,0.004370386],"category_scores_gemma":[0.000070359,0.000293532,0.0002011293,0.0002953353,0.00004009474,0.00006488241,0.00008207201,0.0005282904,0.001224437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055795,"about_ca_system_score_gemma":0.0006288433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187205,"about_ca_topic_score_gemma":0.00001688721,"domain_scores_codex":[0.9971704,0.00006973858,0.0005750635,0.0006234618,0.000905969,0.0006553273],"domain_scores_gemma":[0.9984835,0.00009901153,0.0001257128,0.0006198484,0.0002154378,0.0004564596],"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":[0.002622157,0.001069114,0.003313875,0.0008733019,0.0003220142,0.000496748,0.06815559,0.0001515583,0.01065483,0.0002312056,0.8513361,0.06077355],"study_design_scores_gemma":[0.005566729,0.002267607,0.03393251,0.0002742022,0.0003359479,0.0002473092,0.01814371,0.00009725179,0.002695526,0.00008333218,0.9358463,0.000509553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6308683,0.004360114,0.000384962,0.06917047,0.004115027,0.01428002,0.002146452,0.0007482871,0.2739263],"genre_scores_gemma":[0.6583448,0.00002387515,0.00340293,0.04001819,0.0006993205,0.00153709,0.0007570948,0.0002352941,0.2949814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08451027,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475101862571045,"score_gpt":0.3406319529438657,"score_spread":0.3158809343181552,"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."}}