{"id":"W4378781580","doi":"10.2196/40327","title":"Mobile Health Requirements for the Occupational Health Assessment of Health Care Professionals: Delphi Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Health care; Delphi method; Nursing; mHealth; Workload; Medicine; Burnout; Psychology; Psychological intervention; 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":[0.03502893,0.0006898051,0.0005223567,0.002668865,0.003537548,0.002047127,0.0011007,0.001856243,0.002609327],"category_scores_gemma":[0.04928416,0.0007770042,0.0009179272,0.001091727,0.001983996,0.001761716,0.005627601,0.001735349,0.0003930701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003450117,"about_ca_system_score_gemma":0.007116329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00338117,"about_ca_topic_score_gemma":0.004075683,"domain_scores_codex":[0.9750221,0.01799556,0.001548356,0.0007081131,0.002076462,0.002649323],"domain_scores_gemma":[0.9708957,0.01877066,0.001634439,0.0006600635,0.006278086,0.001761055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005507847,0.001088748,0.08642483,0.002210526,0.00008983444,0.00170016,0.8374931,0.0006241446,0.004092881,0.002727514,0.003349894,0.0596477],"study_design_scores_gemma":[0.00008702355,0.001102544,0.0391581,0.001341415,0.00003653746,0.0005858375,0.9449202,0.00204066,0.0006788498,0.0009714074,0.00900462,0.00007275189],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857065,0.0002580031,0.00384729,0.001534426,0.00005687469,0.004245144,0.00009307388,0.000009958479,0.004248712],"genre_scores_gemma":[0.9866068,0.000486361,0.005465872,0.0007621368,0.00002357068,0.005925757,0.00007183283,0.000005267653,0.0006523423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03502893,"threshold_uncertainty_score":0.1852528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4824886834064358,"score_gpt":0.7014981473158827,"score_spread":0.2190094639094469,"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."}}