{"id":"W1491978221","doi":"10.1179/2047480615z.000000000299","title":"Gained in Translation","year":2015,"lang":"en","type":"article","venue":"Medical Writing","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"","keywords":"Translation (biology); Computer science; Medicine; Biology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01166343,0.001648999,0.001663516,0.003677106,0.003021548,0.01081628,0.001950184,0.006924541,0.3456703],"category_scores_gemma":[0.1376714,0.0007910824,0.001856918,0.001712348,0.002752095,0.006574649,0.007231185,0.01202894,0.2355651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886256,"about_ca_system_score_gemma":0.007289232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123048,"about_ca_topic_score_gemma":0.002389874,"domain_scores_codex":[0.9836495,0.00513856,0.002864295,0.001338362,0.005730073,0.001279231],"domain_scores_gemma":[0.8892741,0.02405274,0.003897727,0.00741746,0.06646431,0.008893677],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001836893,0.00001011594,0.00001634274,0.0002674858,0.00000346958,0.0001201969,0.0001378606,0.000008806232,0.00008490208,0.001007956,0.9871836,0.01114094],"study_design_scores_gemma":[0.00002425399,0.00002378612,0.0001072617,0.0005524454,0.000006413974,0.0001677934,0.0002583458,0.00003090251,0.00009133618,0.001763811,0.9969585,0.00001509519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0003016168,0.002998505,0.001716995,0.234473,0.7130668,0.0004053422,0.001944327,0.001154075,0.04393939],"genre_scores_gemma":[0.01032875,0.008600719,0.005069517,0.2474363,0.2845452,0.001376534,0.004492327,0.003758277,0.4343925],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9883366,"threshold_uncertainty_score":0.933322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801393200376247,"score_gpt":0.5221255000028716,"score_spread":0.3419861799652469,"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."}}