{"id":"W3158486418","doi":"10.2196/26035","title":"Perceived Facilitators of and Barriers to Implementation of a Decision Support Tool for Adolescent Depression and Suicidality Screening: Focus Group and Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; National Institutes of Health; University of Pittsburgh","keywords":"Focus group; Thematic analysis; Medicine; Qualitative research; Mental health; Health care; Family medicine; Psychology; Clinical psychology; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01167647,0.0006626706,0.0005193569,0.001716261,0.004594016,0.001269092,0.001216892,0.001323461,0.002081112],"category_scores_gemma":[0.01513828,0.0007774823,0.0004771793,0.0009998026,0.00204414,0.001807422,0.00275185,0.001544459,0.0002785143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032007,"about_ca_system_score_gemma":0.004604383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005942615,"about_ca_topic_score_gemma":0.008264662,"domain_scores_codex":[0.9942399,0.003612977,0.000309606,0.0003441172,0.0003500017,0.001143459],"domain_scores_gemma":[0.9797606,0.01614315,0.001066644,0.0003274057,0.001559771,0.001142337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001372091,0.000977231,0.01979196,0.0001892926,0.000009253312,0.0006927279,0.9614499,0.00007204168,0.00303501,0.0002399096,0.0003024417,0.01310307],"study_design_scores_gemma":[0.0001060506,0.00156674,0.03409545,0.0002869468,0.00003586851,0.0004544763,0.9550954,0.0005196342,0.003321776,0.0002489668,0.00422918,0.00003948841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980687,0.0000510264,0.0007739967,0.0001541658,0.000004938595,0.0004289082,0.00002955771,0.000004660547,0.0004839157],"genre_scores_gemma":[0.9913885,0.0003671565,0.004429674,0.0003537845,0.00002126622,0.002312324,0.0001000713,0.000009023254,0.001018306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167647,"threshold_uncertainty_score":0.06175184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481463856094362,"score_gpt":0.4596450036957845,"score_spread":0.4048303651348409,"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."}}