{"id":"W3136528119","doi":"10.2196/19262","title":"Effects of Psychoeducational Interventions Using Mobile Apps and Mobile-Based Online Group Discussions on Anxiety and Self-Esteem in Women With Breast Cancer: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoeducation; Randomized controlled trial; Psychological intervention; Breast cancer; Anxiety; Quality of life (healthcare); Medicine; Physical therapy; mHealth; Clinical psychology; Psychology; Psychiatry; Cancer; Nursing","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":[0.0005907736,0.0002001846,0.001260887,0.000178684,0.0001229506,0.00001708095,0.00002905616,0.00009207412,0.00003045486],"category_scores_gemma":[0.0000342625,0.000130798,0.000106866,0.0002982851,0.0001183575,0.00005027544,0.00001742107,0.0002639419,8.322848e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113972,"about_ca_system_score_gemma":0.001026371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006635332,"about_ca_topic_score_gemma":0.001165061,"domain_scores_codex":[0.9979749,0.0004738759,0.0006189371,0.0003812332,0.0002312178,0.000319839],"domain_scores_gemma":[0.9984962,0.0005098964,0.0002826298,0.0001615095,0.0001076672,0.0004421206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9613115,0.00485441,0.005686093,0.008143463,0.0001366006,0.000006813224,0.003849485,0.00002338545,0.00005951311,0.0001058093,0.00002885488,0.01579405],"study_design_scores_gemma":[0.9245934,0.002158773,0.06722766,0.002534805,0.0003873034,0.00004946054,0.001978961,0.0007091876,0.000007682955,0.00003412675,0.0001595408,0.0001590816],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862728,0.006517291,0.00004704864,0.001408065,0.0002704546,0.005336396,0.0001096297,0.00002257104,0.00001574717],"genre_scores_gemma":[0.9908247,0.004289412,0.0002302827,0.0007260164,0.0001818458,0.003648461,0.0000455705,0.00002038601,0.00003330161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06154157,"threshold_uncertainty_score":0.5333787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177168733613064,"score_gpt":0.3695384317426232,"score_spread":0.3518215583813168,"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."}}