{"id":"W3037301341","doi":"10.2196/15625","title":"Role of a Digital Return-To-Work Solution for Individuals With Common Mental Disorders: Qualitative Study of the Perspectives of Three Stakeholder Groups","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Stakeholder; Focus group; Psychological intervention; Snowball sampling; Psychology; Mental health; Applied psychology; Qualitative research; Service (business); Public relations; Knowledge management; Nursing; Medicine; Business; Computer science; Sociology; Marketing; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002121842,0.0001545431,0.0004532285,0.000177369,0.0007351839,0.00001152785,0.0003861565,0.00009722282,0.00002724952],"category_scores_gemma":[0.0003230285,0.00009856148,0.00007620082,0.001240435,0.000318953,0.000373987,0.0003953124,0.0008133638,0.000006414114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608628,"about_ca_system_score_gemma":0.0002973555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750494,"about_ca_topic_score_gemma":0.0005146436,"domain_scores_codex":[0.9958307,0.001545668,0.0007341496,0.000241934,0.001046368,0.0006011819],"domain_scores_gemma":[0.99651,0.001957183,0.0004778689,0.00028125,0.000600496,0.000173214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001747822,0.0006840489,0.1168132,0.0005743215,0.00009952507,5.602249e-8,0.8763375,0.000005967126,0.00007849393,0.001195877,0.001289619,0.001173647],"study_design_scores_gemma":[0.002307831,0.004351416,0.05895074,0.0004881369,0.00001097418,8.032698e-8,0.9298493,0.0001498886,0.0001343906,0.003447016,0.000214976,0.00009522916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857683,0.00009834754,0.0003034259,0.004113042,0.00003095745,0.007919373,0.000307816,0.00001531404,0.001443404],"genre_scores_gemma":[0.9988455,0.000006941073,0.0001190535,0.00003805111,0.00004182335,0.0008750337,0.00001974992,0.00002387042,0.00002996322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05786243,"threshold_uncertainty_score":0.5654515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400302771986267,"score_gpt":0.4824157251775452,"score_spread":0.3423854479789185,"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."}}