{"id":"W4286715826","doi":"10.1186/s40359-022-00887-5","title":"Intervention outcome preferences for youth who are out of work and out of school: a qualitative study","year":2022,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas College; University of Toronto; Centre for Addiction and Mental Health","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Psychological intervention; Psychology; Intervention (counseling); Mental health; Vocational education; Qualitative research; Focus group; Medical education; Work (physics); Positive Youth Development; Applied psychology; Relevance (law); Pedagogy; Developmental psychology; Medicine; Psychotherapist; Sociology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0214051,0.0005788234,0.0009104529,0.001622806,0.00749638,0.002873912,0.001442269,0.001234376,0.002488353],"category_scores_gemma":[0.02294101,0.0007230162,0.0006762285,0.001470198,0.004697389,0.002315171,0.004102198,0.002151008,0.0002446432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00768612,"about_ca_system_score_gemma":0.009931583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284515,"about_ca_topic_score_gemma":0.02211212,"domain_scores_codex":[0.9892974,0.007760101,0.0005165032,0.0004520084,0.0005285575,0.001445324],"domain_scores_gemma":[0.9854966,0.01022248,0.00107803,0.000346815,0.001409828,0.001446189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006185486,0.0002140014,0.007948428,0.0002597978,0.00000734685,0.0004079436,0.9826474,0.00002524725,0.000668455,0.0004789263,0.0003086125,0.006972084],"study_design_scores_gemma":[0.00001360271,0.0001414588,0.004010631,0.0002523888,0.00001092487,0.0001204828,0.9922088,0.00005205199,0.0004089617,0.0001576428,0.002612442,0.0000105456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942455,0.0003671255,0.001620955,0.0009126036,0.00003511791,0.0007624979,0.000225683,0.00002110191,0.001809525],"genre_scores_gemma":[0.9943945,0.0006549245,0.001745185,0.000523119,0.00001120469,0.001307095,0.0000933383,0.00002248917,0.00124801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0214051,"threshold_uncertainty_score":0.1132023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2990855242788995,"score_gpt":0.5187146136987127,"score_spread":0.2196290894198132,"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."}}