{"id":"W4402364739","doi":"10.2196/preprints.59003","title":"Comparing Email Versus Text Messaging as Delivery Platforms for Supporting Patients With Major Depressive Disorder: Noninferiority Randomized Controlled Trial (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Text messaging; Randomized controlled trial; World Wide Web; Instant messaging; Computer science; Internet privacy; Medicine; Surgery","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":[0.00406728,0.001974439,0.004462159,0.000779762,0.0007855158,0.001668072,0.001356899,0.004033384,0.01545228],"category_scores_gemma":[0.008800105,0.0009748195,0.00429799,0.000615785,0.001294012,0.00234371,0.0009239021,0.003656425,0.001650579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282443,"about_ca_system_score_gemma":0.001899556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356278,"about_ca_topic_score_gemma":0.002201774,"domain_scores_codex":[0.9971287,0.001708629,0.0003634525,0.0003664664,0.0001853373,0.0002475018],"domain_scores_gemma":[0.995824,0.001992405,0.001042378,0.0002558459,0.0003121876,0.0005732139],"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":[0.9866258,0.003919852,0.0001514984,0.001213113,0.00109369,0.00001612085,0.00002940046,0.00007655775,0.0002820976,0.00006501611,0.0003924033,0.006134558],"study_design_scores_gemma":[0.9648299,0.03350002,0.0003985316,0.00008582764,0.0005906078,0.00000650534,0.00001991775,0.0001418381,0.00009378055,0.000102283,0.0002228876,0.000007934546],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232509,0.0120871,0.002273585,0.002782184,0.006308741,0.04575379,0.002552614,0.0004916719,0.004499385],"genre_scores_gemma":[0.9153442,0.004347434,0.005948923,0.003028204,0.002540803,0.06227765,0.0008511469,0.000041792,0.005619799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545228,"threshold_uncertainty_score":0.05169308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849851989964764,"score_gpt":0.3604574798865344,"score_spread":0.3319589599868867,"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."}}