{"id":"W7009774844","doi":"","title":"Exploring Unscheduled Medication Information Challenges for Chinese Newcomers in Canada","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comprehension; Language barrier; Affect (linguistics); Adaptation (eye); Equity (law); Face (sociological concept); Cultural diversity; Health equity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001341793,0.000582376,0.0008541612,0.006121901,0.0008545548,0.000175509,0.003637837,0.0005008096,0.00001297673],"category_scores_gemma":[0.0002820839,0.0007357271,0.0001745416,0.003499669,0.0003604862,0.003082593,0.001010797,0.001305485,0.0001055014],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01145791,"about_ca_system_score_gemma":0.01358684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.900548,"about_ca_topic_score_gemma":0.9264562,"domain_scores_codex":[0.994828,0.001229541,0.0003996766,0.0009909587,0.001450316,0.001101446],"domain_scores_gemma":[0.9965413,0.0004759131,0.0005287529,0.001190885,0.0007278265,0.0005353334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00123012,0.0001314591,0.001796681,0.0006568945,0.0004587632,0.0004021362,0.0007010394,0.000110628,0.00007170487,0.9591556,0.03278287,0.002502085],"study_design_scores_gemma":[0.003857311,0.00009475344,0.005253752,0.000843675,0.00009502757,0.000004027822,0.01132776,0.0002773475,0.00006481144,0.00002672766,0.9774691,0.0006856954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004048232,0.0002206065,0.0001460362,0.0006897951,0.000635032,0.003162788,0.0004051325,0.0001843143,0.9905081],"genre_scores_gemma":[0.0246511,0.002972807,0.000500398,0.00002417089,0.0001514267,0.00001340474,0.0005100056,0.0002595938,0.9709171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9591289,"threshold_uncertainty_score":0.9995094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147861931729949,"score_gpt":0.3051121522599105,"score_spread":0.1572502205299615,"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."}}