{"id":"W2892350633","doi":"","title":"Self-reported Legal Status in the California Health Interview Survey: An evaluation of data quality and application towards adolescent mental health","year":2018,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; University of California, Los Angeles; AcademyHealth; Massachusetts General Hospital","keywords":"Immigration; Citizenship; Mental health; Public health; Psychology; Quarter (Canadian coin); Enforcement; Population; Medicine; Political science; Environmental health; Law; Geography; Psychiatry; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3419334,0.0006256191,0.001159886,0.005646825,0.001521197,0.004224428,0.003257722,0.001559551,0.001251874],"category_scores_gemma":[0.4384266,0.001335309,0.002698612,0.01090538,0.003410934,0.002521212,0.0048141,0.002256318,0.0002979897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004920507,"about_ca_system_score_gemma":0.005984314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03972241,"about_ca_topic_score_gemma":0.03251554,"domain_scores_codex":[0.6137879,0.243584,0.04351211,0.01202303,0.08500315,0.002089727],"domain_scores_gemma":[0.4092115,0.3627109,0.08556782,0.0458237,0.09192836,0.004757786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002804669,0.0001479525,0.9598432,0.0006970358,0.001185793,0.00003731917,0.004249957,0.0008512927,0.0001233753,0.0006351963,0.002021546,0.02992691],"study_design_scores_gemma":[0.0001016112,0.0006056622,0.9798657,0.00113885,0.0005050987,0.0001105277,0.003266338,0.004859604,0.0005222205,0.0004503299,0.008501824,0.000072115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002761,0.006109514,0.03997202,0.006521192,0.0005426189,0.01357175,0.01278715,0.0003678722,0.01985186],"genre_scores_gemma":[0.9589016,0.001981808,0.02666889,0.001168977,0.0001684507,0.004488091,0.00570872,0.00008814979,0.0008253168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3419334,"threshold_uncertainty_score":0.8115133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548696971964701,"score_gpt":0.4116206170201384,"score_spread":0.2567509198236683,"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."}}