{"id":"W4409009633","doi":"10.2196/65960","title":"Comparison of Electronic Surveillance With Routine Monitoring for Patients With Lymphoma at High Risk of Relapse: Prospective Randomized Controlled Phase 3 Trial (Sentinel Lymphoma)","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Lymphoma; Medicine; Randomized controlled trial; Oncology; Internal medicine; Computer science; World Wide Web","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":[0.0004722521,0.0003076757,0.002637221,0.0001464208,0.00009365359,0.0000108742,0.0001104047,0.0001107032,0.00002896113],"category_scores_gemma":[0.0001917005,0.0001993253,0.0003636575,0.0004344454,0.0001806772,0.00005325317,0.00003150058,0.00009710257,3.151527e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007560301,"about_ca_system_score_gemma":0.0006871279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251471,"about_ca_topic_score_gemma":0.001204719,"domain_scores_codex":[0.9977139,0.0001735183,0.0007995382,0.0004195564,0.0005030531,0.0003904266],"domain_scores_gemma":[0.9970949,0.000589561,0.0009945577,0.000372147,0.00087613,0.00007265492],"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":[0.5999918,0.0009237196,0.3954127,0.0001781029,0.001292392,4.7938e-7,0.0002914513,0.00002426703,0.00005351344,0.00008276314,0.00007892691,0.001669967],"study_design_scores_gemma":[0.8957313,0.002212961,0.0950242,0.0004686255,0.001093409,3.607652e-7,0.0001140265,0.0002883988,0.004575089,0.00002903117,0.000277715,0.0001849167],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876376,0.002213615,0.0003348778,0.00008075171,0.0005904378,0.008699673,0.0001315867,0.00004345369,0.0002680151],"genre_scores_gemma":[0.9937593,0.0001664615,0.00004913036,0.00001686883,0.0002260158,0.004660213,0.00005479518,0.00003961294,0.001027554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003884,"threshold_uncertainty_score":0.8128249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00732586127017113,"score_gpt":0.317135663952219,"score_spread":0.3098098026820479,"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."}}