{"id":"W7094950288","doi":"10.5281/zenodo.17435999","title":"Bridge2AI Voice REDCap","year":2025,"lang":"","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Informed consent; Electronic data capture; Quality (philosophy); Clinical trial; Drug industry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005087601,0.001263399,0.0009108737,0.002349995,0.002391191,0.01167159,0.003181614,0.004405721,0.9234047],"category_scores_gemma":[0.03798097,0.00117197,0.001119016,0.001870267,0.001132556,0.007644817,0.007078553,0.004565336,0.904724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211632,"about_ca_system_score_gemma":0.003951971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005024772,"about_ca_topic_score_gemma":0.00621772,"domain_scores_codex":[0.9966242,0.0006021181,0.0001908742,0.0003523624,0.001820926,0.0004093632],"domain_scores_gemma":[0.9813647,0.004443579,0.0007435065,0.002930154,0.007465325,0.003052819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002263617,0.000007019391,0.00001740981,0.00007297282,0.000001044131,0.00001097341,0.0000372832,0.00001489254,0.00005951837,0.000918711,0.9838869,0.01495065],"study_design_scores_gemma":[0.000009075475,0.000004983309,0.00005274647,0.00006076868,9.756393e-7,0.0000201627,0.0000319274,0.00002105175,0.0001089066,0.0007543329,0.9989278,0.000007225126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0001677651,0.000505774,0.004622076,0.005602454,0.004570277,0.0005739878,0.01399986,0.02560647,0.9443515],"genre_scores_gemma":[0.001391018,0.0004685078,0.001970931,0.004805089,0.001003153,0.0008095086,0.006936705,0.01675723,0.9658577],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9234047,"threshold_uncertainty_score":0.1092538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04742990935107862,"score_gpt":0.323443508894226,"score_spread":0.2760135995431474,"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."}}