{"id":"W2811409924","doi":"10.2196/formative.9954","title":"A Stress Management App Intervention for Cancer Survivors: Design, Development, and Usability Testing","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kreftforeningen","keywords":"Psychological intervention; Distress; Stress management; Usability; Intervention (counseling); Quality of life (healthcare); Medicine; Psychology; Cancer; Self-management; Clinical psychology; Nursing; Computer science; Human–computer interaction","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":[0.001919698,0.0001168629,0.0001798436,0.0001977664,0.0003122911,0.00006000011,0.0001052636,0.00005573302,0.00007926547],"category_scores_gemma":[0.0001049068,0.00009711688,0.00004269219,0.0004606773,0.0002461967,0.0001884715,0.0001734991,0.0001894227,0.00001642457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929562,"about_ca_system_score_gemma":0.00009674272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008608545,"about_ca_topic_score_gemma":0.004089204,"domain_scores_codex":[0.9984316,0.0001664202,0.0002657645,0.0002696415,0.0004424197,0.0004241394],"domain_scores_gemma":[0.9985386,0.0003054109,0.00005691862,0.0001877444,0.0007816987,0.0001295851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001093657,0.0003828729,0.0300109,0.004232444,0.0001917705,0.000004872972,0.03721304,8.314213e-7,0.000301785,0.0002949282,0.001424619,0.9248483],"study_design_scores_gemma":[0.01049858,0.007188956,0.6135889,0.007413912,0.0001232987,0.00002611713,0.08171976,0.007365063,0.1160011,0.003274856,0.1516708,0.001128703],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662456,0.0002735415,0.02633385,0.0002424897,0.0001988593,0.002403752,0.00003377311,0.00006739991,0.004200763],"genre_scores_gemma":[0.9947084,0.00002008076,0.002385682,0.00003149659,0.0001428354,0.001749076,0.00001988108,0.00001634832,0.0009261983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9237196,"threshold_uncertainty_score":0.3960312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520017346294966,"score_gpt":0.4482801121588502,"score_spread":0.2962783775293536,"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."}}