{"id":"W4406894321","doi":"10.26685/urncst.684","title":"Health Disparities Among Immigrants: Bridging Past Challenges, Present Barriers, and Future Solutions","year":2025,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bridging (networking); Immigration; Health equity; Psychology; Political science; Medicine; Computer science; Nursing; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01025926,0.000864509,0.001319912,0.003043697,0.006230928,0.006847726,0.001962036,0.005485189,0.008087329],"category_scores_gemma":[0.01925295,0.0004351307,0.001546844,0.001806463,0.003177278,0.007779197,0.009801437,0.008190482,0.0006954591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005332946,"about_ca_system_score_gemma":0.03423495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02733895,"about_ca_topic_score_gemma":0.05588823,"domain_scores_codex":[0.9958559,0.001962352,0.0002425929,0.0003906059,0.0005800869,0.0009686149],"domain_scores_gemma":[0.9903846,0.003293823,0.0008023533,0.0002513239,0.002306108,0.002961799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000122095,0.0006208168,0.04878717,0.008407529,0.0003952762,0.001326948,0.03943276,0.0004003996,0.0005342173,0.0466305,0.1551091,0.6982332],"study_design_scores_gemma":[0.0001301021,0.0006054884,0.08295506,0.09369462,0.0009178653,0.002185221,0.2360679,0.002498189,0.0007381703,0.1302658,0.4496235,0.0003180887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0295426,0.159047,0.002950663,0.7877238,0.005543735,0.0002557836,0.0005032496,0.000115624,0.01431756],"genre_scores_gemma":[0.4211868,0.3909284,0.01842464,0.1520167,0.01057264,0.0009902205,0.001069985,0.00007416914,0.004736533],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02733895,"threshold_uncertainty_score":0.05435961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915805425198628,"score_gpt":0.4302844940916352,"score_spread":0.3711264398396489,"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."}}