{"id":"W4403416428","doi":"10.32920/27236466.v1","title":"COVID-19 restrictions: experiences of immigrant parents in Toronto","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent Park Community Health Centre; Toronto Metropolitan University","funders":"","keywords":"Immigration; Thematic analysis; Coping (psychology); Psychology; Anxiety; Qualitative research; Coronavirus disease 2019 (COVID-19); Psychological resilience; Phone; Sociology; Social psychology; Medicine; Political science; Clinical psychology; Psychiatry; Social science","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":[0.001059031,0.0004440986,0.0004025015,0.0004263414,0.01177075,0.002362328,0.0007213985,0.0008069225,0.002184672],"category_scores_gemma":[0.002750116,0.0003729888,0.0002298755,0.001140294,0.004361815,0.0008361564,0.00371893,0.001347,0.0001576475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358117,"about_ca_system_score_gemma":0.008991893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6437228,"about_ca_topic_score_gemma":0.8221091,"domain_scores_codex":[0.9991676,0.0003703206,0.00003576124,0.00006223705,0.00009907377,0.0002650133],"domain_scores_gemma":[0.998517,0.0004391174,0.0002286988,0.00004878705,0.0002130779,0.0005533625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002533943,0.000008385507,0.008755852,0.00004367948,0.000003135534,0.001814735,0.9867856,0.00001241344,0.0003778859,0.0001773864,0.0004489908,0.001546657],"study_design_scores_gemma":[0.000001029086,0.00002290751,0.008694936,0.0000429801,0.000003341041,0.0001720713,0.9885591,0.00001135558,0.00005289038,0.00001641063,0.00241762,0.000005318773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971207,0.0004192021,0.00004001994,0.0004007269,0.00001993902,0.00001228937,0.00003851581,0.000003529446,0.001945055],"genre_scores_gemma":[0.9972473,0.0007446702,0.0000627022,0.0002134852,0.000006624987,0.0000224179,0.00004700824,0.000005823637,0.001649982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3562772,"threshold_uncertainty_score":0.7167507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09537766109301858,"score_gpt":0.4570695775707116,"score_spread":0.361691916477693,"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."}}