{"id":"W4417474714","doi":"10.2196/69244","title":"Identifying Time-Variant Predictors of Interest in Completing Brief Digital Mental Health Interventions Among Adult Survivors of Cancer: Ecological Momentary Assessment Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Distress; Mental health; mHealth; Psychological distress; Survivorship curve; Cancer; Intervention (counseling)","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":[0.002354408,0.0002642965,0.0003314941,0.0003985906,0.0004873194,0.0006551376,0.000344131,0.0005079427,0.001014221],"category_scores_gemma":[0.007223511,0.0002968721,0.000812715,0.0005631904,0.0002388574,0.0005308138,0.0007786909,0.0007448498,0.0001666046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003404248,"about_ca_system_score_gemma":0.000538022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004523669,"about_ca_topic_score_gemma":0.008450951,"domain_scores_codex":[0.9990144,0.00047623,0.00008962333,0.0001961964,0.0001049163,0.0001185767],"domain_scores_gemma":[0.9974416,0.0007886495,0.0009224935,0.0003187156,0.0001879172,0.0003406878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004166504,0.0009736217,0.9898662,0.00003768781,0.0001947505,0.00002274732,0.0006903627,0.0001917455,0.0001977633,0.00003022614,0.0002169671,0.007161333],"study_design_scores_gemma":[0.00002609891,0.0004684227,0.9980391,0.00000903696,0.00004735535,0.00002988118,0.0003437573,0.0007957059,0.00004261809,0.00003615068,0.0001553085,0.000006619664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994243,0.0000438396,0.0002212824,0.00002947369,0.000003593631,0.00004612852,0.0001297059,0.000004081375,0.00009762194],"genre_scores_gemma":[0.9990127,0.00004067971,0.0004692217,0.00003483993,0.000005652428,0.00009803347,0.0002085776,0.00000176854,0.0001286398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004523669,"threshold_uncertainty_score":0.01245147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0710240432429136,"score_gpt":0.4198743220254819,"score_spread":0.3488502787825682,"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."}}