{"id":"W4292756599","doi":"10.2196/41075","title":"Integrating Psychosocial Aspects in Digital Solutions","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Telerehabilitation; Digital health; Psychological intervention; Applied psychology; Psychology; Computer science; Health care; Psychotherapist; Telemedicine; 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":[0.00695184,0.0004718924,0.0003259519,0.002155113,0.001987769,0.006109396,0.0006751849,0.00178317,0.007080628],"category_scores_gemma":[0.01275533,0.000237585,0.000738124,0.001658911,0.006907504,0.00493439,0.004061958,0.002754709,0.000482769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003776215,"about_ca_system_score_gemma":0.005587312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000992598,"about_ca_topic_score_gemma":0.001196128,"domain_scores_codex":[0.9926226,0.004923864,0.0004945965,0.0003177779,0.001283458,0.0003576819],"domain_scores_gemma":[0.9858928,0.01086104,0.001162765,0.0004871509,0.001078521,0.0005176044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008258889,0.0005324197,0.008161472,0.009898714,0.0001406867,0.0007407285,0.0451887,0.001261373,0.002549821,0.4608621,0.006464758,0.4641167],"study_design_scores_gemma":[0.00006972171,0.0007038454,0.0138516,0.01588435,0.0002668056,0.002157873,0.05581715,0.001378014,0.002973049,0.1670475,0.7397347,0.0001152218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2238846,0.1278663,0.115677,0.1028512,0.002244095,0.00217664,0.0003053967,0.0002108693,0.4247838],"genre_scores_gemma":[0.8754254,0.06271009,0.03980079,0.009434463,0.0005462878,0.001050396,0.0001266634,0.00004179701,0.01086409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007080628,"threshold_uncertainty_score":0.03676528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030682742827377,"score_gpt":0.3705170119051821,"score_spread":0.2674487376224444,"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."}}