{"id":"W4293219740","doi":"10.1177/20552076221090034","title":"Prospective trial registration and publication rates of randomized clinical trials in digital health: A cross-sectional analysis of global trial registries","year":2022,"lang":"en","type":"article","venue":"Digital Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Clinical trial; Trial registration; Medicine; MEDLINE; Randomized controlled trial; Prospective cohort study; Patient registration; Family medicine; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08734959,0.000173694,0.003477877,0.0003885851,0.0001626664,0.0002266178,0.0001914423,0.0002326716,0.00004688602],"category_scores_gemma":[0.2986342,0.0001502179,0.0009945419,0.00206205,0.001125687,0.0004099556,0.0001717398,0.001074421,8.667661e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006942758,"about_ca_system_score_gemma":0.00623944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000585082,"about_ca_topic_score_gemma":0.0003076846,"domain_scores_codex":[0.9820776,0.003723618,0.0100408,0.001010395,0.002635158,0.0005124133],"domain_scores_gemma":[0.9030645,0.08460496,0.008216394,0.001075218,0.002277544,0.0007614049],"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":[0.6941802,0.001365274,0.2782034,0.0001629674,0.0005029699,0.000001262056,0.0001063118,0.000009395326,1.739458e-7,0.02212305,0.0001625855,0.003182412],"study_design_scores_gemma":[0.7754813,0.007907529,0.1870196,0.00005820534,0.000102831,0.000005537539,0.0002546461,0.0004760856,0.000001851603,0.02847306,0.0001141849,0.0001052131],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791231,0.000516209,0.0004442556,0.008864418,0.0004178414,0.007077251,0.001814392,0.00003262757,0.001709909],"genre_scores_gemma":[0.9972955,0.0002982972,0.00009300242,0.0002373231,0.0002379904,0.0003287763,0.001076353,0.00001183805,0.0004209417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112846,"threshold_uncertainty_score":0.9993942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5218027219036975,"score_gpt":0.6527949083179655,"score_spread":0.130992186414268,"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."}}