{"id":"W4404054290","doi":"10.2196/64243","title":"Text Messaging Versus Postal Reminders to Improve Participation in a Colorectal Cancer Screening Program: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Generalitat de Catalunya; Centres de Recerca de Catalunya","keywords":"Randomized controlled trial; Preprint; Text message; Medicine; Colorectal cancer; mHealth; Text messaging; Computer science; World Wide Web; Cancer; Psychological intervention; Nursing; Internal medicine","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":[0.0041504,0.001748516,0.004981707,0.0009466048,0.0005782061,0.001199171,0.001292692,0.003010443,0.008728292],"category_scores_gemma":[0.007093963,0.0007864093,0.003194954,0.0008933618,0.001182297,0.001104968,0.0006774786,0.002914637,0.0007105562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155288,"about_ca_system_score_gemma":0.002222741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026156,"about_ca_topic_score_gemma":0.00220268,"domain_scores_codex":[0.9961441,0.002423048,0.00043527,0.0004460738,0.0002537099,0.000297829],"domain_scores_gemma":[0.9969953,0.001493371,0.0007370106,0.0001576048,0.0001761137,0.0004405914],"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":[0.976028,0.006608828,0.0003173478,0.003086963,0.001547433,0.00002085504,0.0000474537,0.0001759105,0.0003399314,0.00007335726,0.0003119782,0.01144186],"study_design_scores_gemma":[0.9714857,0.02625712,0.00062951,0.0001704987,0.0008659693,0.000006418405,0.00001362896,0.0002489195,0.00009894821,0.00005200919,0.0001649381,0.000006430739],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453261,0.02038675,0.001854699,0.001618796,0.002996001,0.0238371,0.001021878,0.0003337431,0.00262485],"genre_scores_gemma":[0.9464655,0.007131576,0.004339032,0.001437872,0.001653042,0.03560378,0.0005336128,0.000030134,0.002805454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008728292,"threshold_uncertainty_score":0.02919906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07215470158790518,"score_gpt":0.5086363863767437,"score_spread":0.4364816847888385,"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."}}