{"id":"W3134230050","doi":"10.2196/24184","title":"Gender Differences in Satisfaction With a Text Messaging Program (Text4Hope) and Anticipated Receptivity to Technology-Based Health Support During the COVID-19 Pandemic: Cross-sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"Alberta Children's Hospital Foundation; University of Alberta; Alberta Cancer Foundation; Royal Alexandra Hospital Foundation; Children's Hospital Foundation; Alberta Health Services","keywords":"Likert scale; Perceived Stress Scale; Pandemic; Medicine; Cross-sectional study; Anxiety; Psychology; Analysis of variance; Psychological resilience; Clinical psychology; Demography; Gerontology; Coronavirus disease 2019 (COVID-19); Social psychology; Stress (linguistics); Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002516377,0.000293379,0.0005146461,0.0004339871,0.000882213,0.00014374,0.0001339353,0.0001583265,0.0001021006],"category_scores_gemma":[0.0001209361,0.0002284864,0.00003419969,0.00128439,0.0002484957,0.0001461673,0.0001055123,0.0006724059,0.00001286587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006480821,"about_ca_system_score_gemma":0.001315793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007864195,"about_ca_topic_score_gemma":0.05874898,"domain_scores_codex":[0.99564,0.001128118,0.0009121802,0.0009738112,0.000351044,0.0009948802],"domain_scores_gemma":[0.9979692,0.0002986449,0.00036429,0.0004095797,0.0001194274,0.0008388368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006820618,0.001354134,0.9738092,0.0009558456,0.00002895886,0.00002590941,0.001624758,0.000004737397,0.000001305614,0.0001476305,0.00004711147,0.02131832],"study_design_scores_gemma":[0.002530029,0.002434167,0.9923609,0.00006741627,0.000007593485,0.0001615305,0.001931379,0.00001703553,0.000001006602,0.00009109895,0.0002046076,0.0001932077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923713,0.0004276573,0.00009329881,0.003367292,0.0002721537,0.002972829,0.0001713834,0.0002316206,0.00009249763],"genre_scores_gemma":[0.9959483,0.00004538245,0.0001749727,0.002330948,0.00002775134,0.001198249,0.00006457408,0.0000327589,0.0001770841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05088478,"threshold_uncertainty_score":0.9987425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2287528948485739,"score_gpt":0.5083496081789646,"score_spread":0.2795967133303907,"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."}}