{"id":"W4416449123","doi":"10.1016/j.socscimed.2025.118823","title":"Testing the healthy immigrant effect on youth alcohol use: A longitudinal study","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Immigration; Longitudinal study; Alcohol; National Longitudinal Surveys; Public health; Longitudinal data; Alcohol consumption; Poison control","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.004358567,0.000525777,0.0005294315,0.0006664508,0.003251386,0.001440717,0.001040771,0.001481999,0.002539603],"category_scores_gemma":[0.007367593,0.0005424279,0.001313404,0.0006892255,0.0009969757,0.001763141,0.002220913,0.002155792,0.0007314187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376892,"about_ca_system_score_gemma":0.002554466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.072405,"about_ca_topic_score_gemma":0.07742736,"domain_scores_codex":[0.9982849,0.0008552306,0.00007815677,0.0002172053,0.0001662264,0.000398216],"domain_scores_gemma":[0.9946759,0.0009443873,0.001136438,0.000688333,0.001015417,0.001539457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008151043,0.00200072,0.9917242,0.0000134922,0.0001650244,0.00009854206,0.001400738,0.00004943433,0.0002231187,0.0001460228,0.0003381417,0.003025512],"study_design_scores_gemma":[0.0001214128,0.002213946,0.9903297,0.00002728184,0.0002470902,0.00009960552,0.00528186,0.0003250335,0.0002997209,0.0001499915,0.0008842285,0.00002010856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999338,0.00006283671,0.00006091237,0.00009925277,0.00001457426,0.00002146643,0.0001290596,0.000002556144,0.0002714239],"genre_scores_gemma":[0.9980791,0.00008763892,0.0001937495,0.0001254044,0.00001505717,0.00008264995,0.0003215315,0.000004712098,0.001090082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.072405,"threshold_uncertainty_score":0.1439671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051263464055994,"score_gpt":0.3940899149276995,"score_spread":0.2889635685221,"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."}}