{"id":"W3093070304","doi":"10.23996/fjhw.95231","title":"Designing socially acceptable mHealth technologies for Parkinson's disease self-management","year":2020,"lang":"en","type":"article","venue":"Finnish Journal of eHealth and eWelfare","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"mHealth; Context (archaeology); Self-management; Perspective (graphical); Knowledge management; Disease management; Parkinson's disease; Psychology; Disease; Business; Medicine; Computer science; Nursing; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001426468,0.0002587581,0.0006439748,0.0001933711,0.002283626,0.00002701354,0.0004045258,0.0002441635,0.00007864951],"category_scores_gemma":[0.000532355,0.0002315882,0.0001288346,0.0004230212,0.00006468447,0.000228178,0.0001333312,0.0009343436,0.00004745455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272631,"about_ca_system_score_gemma":0.002342366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650365,"about_ca_topic_score_gemma":0.00001717874,"domain_scores_codex":[0.9963134,0.000249842,0.00151555,0.0004000098,0.0003569401,0.001164291],"domain_scores_gemma":[0.9958625,0.0004432533,0.001360632,0.0002505694,0.0005102665,0.001572719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003014652,0.0003915319,0.09400466,0.02928411,0.0001701858,0.00006207834,0.004395123,0.00005716704,0.00001881239,0.03092991,0.4986215,0.3390503],"study_design_scores_gemma":[0.002579845,0.0005205747,0.02445198,0.000316466,0.0001127611,0.000004395366,0.005947554,0.0001685572,0.000004194033,0.002628255,0.9630759,0.0001895417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06248162,0.03842944,0.06180107,0.7999719,0.003403937,0.02550868,0.001214481,0.001742307,0.005446556],"genre_scores_gemma":[0.8217613,0.03501849,0.09801074,0.0382993,0.002126673,0.004401532,0.00008454883,0.0001289972,0.0001684327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7616726,"threshold_uncertainty_score":0.9990153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481392248089453,"score_gpt":0.3795195836058667,"score_spread":0.3313803587969214,"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."}}