{"id":"W2914699221","doi":"10.2196/12547","title":"Text Message Responsivity in a 2-Way Short Message Service Pilot Intervention With Adolescent and Young Adult Survivors of Cancer","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Pew Charitable Trusts","keywords":"Text message; Short Message Service; Intervention (counseling); Responsivity; Psychology; Text messaging; Cancer; Cancer survivor; Service (business); Computer science; Medicine; Gerontology; Applied psychology; Internet privacy; Psychiatry; Telecommunications; Computer network","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002235716,0.0004989721,0.0004800594,0.0003904782,0.0009923625,0.0005988617,0.0004841275,0.0005981597,0.002041937],"category_scores_gemma":[0.005237085,0.0003739111,0.0004710416,0.000218126,0.0003917266,0.0006558401,0.001096702,0.0009405535,0.0002593249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141182,"about_ca_system_score_gemma":0.001591615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002240218,"about_ca_topic_score_gemma":0.004970999,"domain_scores_codex":[0.9988672,0.000614459,0.00008931287,0.0001243173,0.0001312478,0.0001735402],"domain_scores_gemma":[0.9980267,0.0007318428,0.0003749158,0.0001177271,0.0001966868,0.0005521369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02486124,0.3088596,0.1309533,0.002140208,0.0004784246,0.0009938903,0.09167898,0.0008080718,0.0436085,0.0002476094,0.002319314,0.3930508],"study_design_scores_gemma":[0.01222639,0.3928575,0.5505185,0.0002821881,0.0003967692,0.0004041644,0.02322664,0.002391864,0.01213043,0.0002886263,0.005161497,0.0001154052],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993733,0.0000140565,0.00008772853,0.00002932259,0.000006398363,0.0003443967,0.00001520167,0.000011345,0.0001183369],"genre_scores_gemma":[0.9919816,0.00009038676,0.003124392,0.000109344,0.00002466239,0.003826618,0.00007711573,0.000004898622,0.0007609355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002240218,"threshold_uncertainty_score":0.01182371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926453510041088,"score_gpt":0.3499990731171078,"score_spread":0.3207345380166969,"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."}}