{"id":"W4395069338","doi":"10.2196/preprints.53668","title":"Cancer Care Supportive Text Messaging Program (Text4Hope) for People Living With Cancer and Their Caregivers During the COVID-19 Pandemic: Longitudinal Observational Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Observational study; Coronavirus disease 2019 (COVID-19); Preprint; Cancer; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Gerontology; Family medicine; Psychology; Virology; World Wide Web; Computer science; Internal medicine; Disease; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001263766,0.0002536802,0.000411521,0.0006234593,0.00156902,0.0008900338,0.0005945038,0.0005362493,0.002063128],"category_scores_gemma":[0.003782655,0.0004035069,0.0007997261,0.001567595,0.0002399555,0.0007295735,0.0009260389,0.001268917,0.0003873238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002454173,"about_ca_system_score_gemma":0.004751408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3204797,"about_ca_topic_score_gemma":0.3947076,"domain_scores_codex":[0.9993672,0.0001416043,0.00007802832,0.00008590895,0.0001459141,0.0001813144],"domain_scores_gemma":[0.9982144,0.0002129964,0.0006543399,0.00007787738,0.0003656438,0.0004748056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004682093,0.0009589731,0.9838901,0.0003350925,0.0001118018,0.0001097781,0.002442504,0.00003261973,0.0001007704,0.00003691245,0.002726495,0.008786657],"study_design_scores_gemma":[0.0001139005,0.0008647689,0.9917094,0.000237456,0.00009470602,0.00008076699,0.005257882,0.0001212362,0.00005050915,0.000021905,0.001431857,0.00001558522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995025,0.0003166639,0.00005125115,0.0001986423,0.00001629043,0.0003692624,0.00334477,0.000006316965,0.000671799],"genre_scores_gemma":[0.9932521,0.0006372505,0.0002822186,0.0004324273,0.00003071767,0.0007997327,0.003678628,0.000004815819,0.0008820902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3204797,"threshold_uncertainty_score":0.6372285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337401294110628,"score_gpt":0.391766309114438,"score_spread":0.2580261797033753,"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."}}