{"id":"W4310692062","doi":"10.21203/rs.3.rs-2344125/v1","title":"Voices of First-Line Workers: A Qualitative Study of the Barriers and Facilitators in Working with Youth with Disruptive Behaviour (YDB)","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Mount Allison University","funders":"","keywords":"Thematic analysis; Context (archaeology); Qualitative research; Psychology; Housing First; Social work; Psychiatry; Mental health; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01322646,0.001049375,0.001270054,0.001945906,0.02550779,0.008880563,0.00367712,0.004906707,0.004941585],"category_scores_gemma":[0.02549708,0.001499723,0.0006763113,0.001589463,0.01053233,0.006211492,0.01089441,0.01113476,0.0006909223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009523592,"about_ca_system_score_gemma":0.01297705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03838184,"about_ca_topic_score_gemma":0.07980032,"domain_scores_codex":[0.9877794,0.007702001,0.0003446051,0.0006403817,0.000661222,0.002872396],"domain_scores_gemma":[0.9662754,0.02284685,0.002064453,0.000480222,0.002129909,0.006203172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001212427,0.00002746875,0.001324352,0.00003671853,0.000001512406,0.000372453,0.9970489,0.000004112381,0.0001531549,0.0001469844,0.0002195974,0.0006526473],"study_design_scores_gemma":[0.000001613991,0.00001213569,0.0005589133,0.000050709,0.000001196831,0.00007600144,0.9980575,0.000004263537,0.00003773728,0.00002525651,0.001171357,0.000003243512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985442,0.001130633,0.0008252023,0.005975238,0.0002833719,0.0001910963,0.0002111327,0.00002290573,0.005918363],"genre_scores_gemma":[0.990637,0.0009195111,0.0005122298,0.002342448,0.00005975561,0.0002893289,0.00007752407,0.00006516177,0.005097038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03838184,"threshold_uncertainty_score":0.07631689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027356630359928,"score_gpt":0.4192301111075974,"score_spread":0.3164944480716045,"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."}}