{"id":"W7026981539","doi":"","title":"BARRIERS AND FACILITATORS TO ACCESSING MENTAL HEALTH CARE BY ARABIC-SPEAKING NEWCOMER CHILDREN AND YOUTH IN HAMILTON, ONTARIO","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Thematic analysis; Service provider; Stigma (botany); Health care; Mental health care; Service (business); Mental health service","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005939148,0.0002976823,0.0003651965,0.0002089047,0.0006185583,0.00006000619,0.0002353072,0.0001161619,0.02273306],"category_scores_gemma":[0.000002303139,0.00035658,0.00005398839,0.0003610008,0.00004897027,0.00007831462,0.0001452539,0.0004191555,0.000007301741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006859552,"about_ca_system_score_gemma":0.0001053689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.104719,"about_ca_topic_score_gemma":0.3676915,"domain_scores_codex":[0.9984585,0.0001040844,0.0002194777,0.0006937749,0.0001499871,0.000374142],"domain_scores_gemma":[0.9993906,0.00001451452,0.0001424465,0.0001980707,0.00001816922,0.0002361725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002410752,0.00002985072,0.159343,0.00004918682,0.0001758033,0.000009252423,0.6782573,0.000004628186,0.000006149011,0.0003545389,0.002860083,0.158669],"study_design_scores_gemma":[0.001089748,0.0000937425,0.1265929,0.00005373738,0.00005201486,0.000001529184,0.5512057,3.239498e-7,0.000001553751,0.000002096898,0.3205671,0.0003394498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8425447,0.001533724,0.000006127773,0.0001218763,0.0002434273,0.0007135617,0.0007072891,0.00003362835,0.1540957],"genre_scores_gemma":[0.7035838,0.000106423,0.0001385896,0.000479022,0.00003390438,0.00001630644,0.002537984,0.00006791433,0.293036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177071,"threshold_uncertainty_score":0.9998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162693642668425,"score_gpt":0.264944246559818,"score_spread":0.2533173101331338,"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."}}