{"id":"W7019826106","doi":"","title":"Identifying Mental Health Issues In Canadian Immigrants With A Focus On Indian Immigrants","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Bivariate analysis; Logistic regression; Mood; Descriptive statistics; Anxiety; Focus group; Survey data collection","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":[],"consensus_categories":[],"category_scores_codex":[0.001130339,0.0003650288,0.0003404811,0.002367365,0.006606465,0.001721657,0.001007365,0.0004986197,0.003251201],"category_scores_gemma":[0.0030372,0.0002108804,0.0005248332,0.003035247,0.001062411,0.0004198147,0.00219108,0.0009797394,0.0002733175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0168568,"about_ca_system_score_gemma":0.04965419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814714,"about_ca_topic_score_gemma":0.992335,"domain_scores_codex":[0.9991841,0.00007701518,0.0000414101,0.00004745111,0.000262837,0.0003870755],"domain_scores_gemma":[0.9987947,0.0000676392,0.0001987065,0.00002458457,0.0005771961,0.0003371195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008916424,0.0001398552,0.9459938,0.0002800087,0.00003673457,0.0009176456,0.02095646,0.0000625828,0.0004589198,0.0003975147,0.005609166,0.02505808],"study_design_scores_gemma":[0.000007199145,0.00006103432,0.9428621,0.0003006295,0.00004110708,0.0003999468,0.05075181,0.00009510719,0.0001114115,0.0000729594,0.005264285,0.00003243317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897266,0.001154714,0.0000797438,0.00141054,0.00005415697,0.0001256603,0.0008869892,0.00001022781,0.00655131],"genre_scores_gemma":[0.9921798,0.002965005,0.0004598993,0.00114421,0.00003379699,0.0001035538,0.0008123164,0.000007296604,0.002294267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852858,"threshold_uncertainty_score":0.1223052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008888931145487222,"score_gpt":0.2596983715833622,"score_spread":0.250809440437875,"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."}}